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      "title": "\u62db\u4ea7\u54c1\u7ecf\u7406\uff08PM\uff09", 
      "id": "https://www.v2ex.com/t/1226004"
    }, 
    {
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        "name": "wangluowangwang", 
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      }, 
      "url": "https://www.v2ex.com/t/1225393", 
      "title": "\u8fdc\u7a0b\u5c97\u4f4d-Go / \u540e\u7aef\u5f00\u53d1\u5c97\u4f4d", 
      "id": "https://www.v2ex.com/t/1225393", 
      "date_published": "2026-07-06T12:17:11+00:00", 
      "content_html": "1. \u9ad8\u7ea7 Go \u5f00\u53d1\u5de5\u7a0b\u5e08\uff08\u67b6\u6784\u5e08\u7ea7\u522b\uff09<br />\u85aa\u8d44\uff1a40-70K \uff5c\u7f3a\u53e3 4<br />Go \u3001Gin \u3001Go-Zero \u3001RESTful API \u3001RPC \u3001gRPC<br />MySQL \u3001Redis \u3001MongoDB \u3001Elasticsearch<br />Kafka \u3001RabbitMQ<br />Docker \u3001Kubernetes \u3001CI/CD<br />\u8981\u6c42\u719f\u6089 Goroutine \u3001Channel \u3001Context \u3001GC \u3001\u5185\u5b58\u7ba1\u7406\u3001pprof<br />\u4fa7\u91cd\u9ad8\u5e76\u53d1\u3001\u5fae\u670d\u52a1\u3001\u9650\u6d41\u964d\u7ea7\u3001\u5f02\u6b65\u524a\u5cf0\u53ca\u67b6\u6784\u8bbe\u8ba1<br /><br />2. \u8d44\u6df1\u540e\u7aef\u5de5\u7a0b\u5e08/\u6280\u672f\u4e13\u5bb6\uff08 Go+PHP/AI \u6548\u80fd\uff09<br />\u85aa\u8d44\uff1a30-60K \uff5c\u7f3a\u53e3 1<br />Go \u5fae\u670d\u52a1\u3001\u9ad8\u5e76\u53d1\u3001\u5185\u5b58\u7ba1\u7406<br />PHP \u3001Yaf \u53ca\u5386\u53f2\u7cfb\u7edf\u7ef4\u62a4<br />MySQL \u3001Redis \u3001Elasticsearch<br />\u6838\u5fc3\u65b9\u5411\u4e3a PHP \u7cfb\u7edf\u5411 Go \u5e73\u6ed1\u8fc1\u79fb<br />\u8981\u6c42\u6709 AI \u7f16\u7a0b\u3001Agent \u3001Prompt \u6216 LLM API \u96c6\u6210\u7ecf\u9a8c<br />\u9002\u5408\u6709\u67b6\u6784\u91cd\u6784\u3001\u6280\u672f\u8d1f\u8d23\u4eba\u6216\u5e26\u961f\u7ecf\u9a8c\u7684\u4eba\u9009<br /><br />3. Go \u5f00\u53d1\u5de5\u7a0b\u5e08<br />\u85aa\u8d44\uff1a26-40K \uff5c\u7f3a\u53e3 1<br />Go \u3001Gin/Echo/Go-Zero<br />RESTful API \u3001gRPC<br />MySQL \u3001MongoDB \u3001Redis<br />Kafka \u3001RocketMQ \u6216 RabbitMQ<br />Docker \u3001Kubernetes \u3001CI/CD<br />\u8981\u6c42\u638c\u63e1 Goroutine \u8c03\u5ea6\u3001Channel \u3001GC \u3001pprof \u53ca\u9ad8\u5e76\u53d1\u4f18\u5316<br /><br />4. \u89c6\u9891\u5e73\u53f0\u540e\u7aef\u5de5\u7a0b\u5e08<br />\u85aa\u8d44\uff1a21-37K \uff5c\u7f3a\u53e3 2<br />Go \u3001Node.js \u3001PHP \uff0c\u81f3\u5c11\u7cbe\u901a\u4e00\u95e8<br />Gin/Kratos/Go-Zero \u3001NestJS/Koa/Express \u3001Laravel/ThinkPHP<br />MySQL \u3001Redis \u3001MongoDB \u3001ClickHouse \u3001Elasticsearch<br />Kafka \u3001RocketMQ \u3001RabbitMQ \u6216 SQS<br />FFmpeg \u3001HLS/DASH \u3001\u8f6c\u7801\u4efb\u52a1\u3001OSS/S3 \u3001CDN<br />Docker \u3001Kubernetes \u3001CI/CD \u3001Prometheus \u3001Grafana \u3001ELK<br />\u6709\u77ed\u89c6\u9891\u3001\u76f4\u64ad\u3001UGC/PGC \u3001\u64ad\u653e\u94fe\u8def\u7ecf\u9a8c\u4f18\u5148<br /><br />5. Golang \u540e\u7aef\u5f00\u53d1\u5de5\u7a0b\u5e08<br />\u85aa\u8d44\uff1a21-30K \uff5c\u7f3a\u53e3 1<br />Go \u3001Gin \u3001Goroutine \u3001Channel \u3001GMP \u3001GC<br />\u5206\u5c42\u67b6\u6784\u3001\u4f9d\u8d56\u6ce8\u5165\u3001API/Admin/Job \u591a\u5165\u53e3\u8bbe\u8ba1<br />Redis \u3001Redis Stream \u3001Elasticsearch<br />CAS \u72b6\u6001\u673a\u3001Saga \u8865\u507f\u4e8b\u52a1\u3001\u5e42\u7b49\u3001\u4e8b\u4ef6\u9a71\u52a8<br />MongoDB \u3001MySQL<br />AWS \u3001Docker \u3001GitLab CI/CD \u4e3a\u52a0\u5206\u9879<br />\u6709 Java \u8f6c Go \u3001\u5185\u5bb9\u5e73\u53f0\u6216\u6d77\u5916\u4e1a\u52a1\u7ecf\u9a8c\u4f18\u5148<br /><br />6. \u9ad8\u7ea7 Golang \u5f00\u53d1\u5de5\u7a0b\u5e08\uff08 PHP \u670d\u52a1 Go \u5316\uff09<br />\u85aa\u8d44\uff1a20-30K \uff5c\u7f3a\u53e3 2<br />Go \u3001Gin \u3001Go-Zero \u3001GORM \u3001sqlx<br />PHP \u3001Laravel \u3001ThinkPHP \u3001FPM \u3001Swoole<br />Nacos \u3001Consul<br />MongoDB \u3001MySQL \u3001Redis<br />Kafka \u3001ActiveMQ \u3001\u6b7b\u4fe1\u961f\u5217\u3001\u6d88\u606f\u5e42\u7b49<br />\u4e3b\u8981\u8d1f\u8d23 PHP \u5b58\u91cf\u670d\u52a1\u5411 Go \u8fc1\u79fb<br />\u6709 PHP \u8f6c Go \u3001\u77ed\u89c6\u9891\u3001Feed \u6d41\u3001CDN \u3001HLS/FLV \u7ecf\u9a8c\u4f18\u5148<br /><br />7. \u540e\u7aef\u5de5\u7a0b\u5e08\uff08 Go+PHP \u9ad8\u5e76\u53d1\u65b9\u5411\uff09<br />\u85aa\u8d44\uff1a20-30K \uff5c\u7f3a\u53e3 1<br />Go \u3001Gin/Go-Zero/Kratos<br />PHP 7/8 \u3001Yaf \u3001Yii \u3001Laravel<br />MongoDB \u3001Redis \u3001Elasticsearch \u3001MySQL<br />gRPC \u3001Protobuf<br />Kafka \u3001RabbitMQ \u3001Redis Stream<br />Docker \u3001Kubernetes \u3001GitLab CI/GitHub Actions<br />Prometheus \u3001OpenTelemetry \u3001Zap/Slog<br />\u4fa7\u91cd QPS \u3001P99 \u5ef6\u8fdf\u3001\u9ad8\u53ef\u7528\u3001\u76d1\u63a7\u53ca PHP \u6027\u80fd\u4f18\u5316<br /><br />8. \u540e\u7aef\u5de5\u7a0b\u5e08\uff08 Go+PHP+AI \uff09<br />\u85aa\u8d44\uff1a18-40K \uff5c\u7f3a\u53e3 3<br />Go \u3001Gin/Go-Zero/Kratos<br />PHP \u3001Laravel \u3001ThinkPHP<br />OpenAI/Claude API \u3001Prompt \u3001RAG<br />Function Calling \u3001Agent \u7f16\u6392\u3001SSE \u6d41\u5f0f\u8f93\u51fa<br />MySQL \u3001Redis \u3001Elasticsearch<br />Docker \u3001Kubernetes \u3001CI/CD<br />Milvus \u3001Qdrant \u3001pgvector \u3001Ollama \u3001vLLM \u4e3a\u52a0\u5206\u9879<br />\u8981\u6c42\u80fd\u628a LLM \u80fd\u529b\u5de5\u7a0b\u5316\u4e3a\u7a33\u5b9a\u7ebf\u4e0a\u670d\u52a1<br /><br />9. AI Agent \u540e\u7aef\u5de5\u7a0b\u5e08<br />\u85aa\u8d44\uff1a18-24K \uff5c\u7f3a\u53e3 1 \uff5c\u8fdc\u7a0b<br />TypeScript/JavaScript \u3001Python \u6216 Go<br />PostgreSQL/MySQL \u3001Redis \u3001\u6d88\u606f\u961f\u5217<br />Agent Workflow \u3001RAG \u3001MCP \u3001Tool Calling<br />\u5f02\u6b65\u4efb\u52a1\u3001\u72b6\u6001\u673a\u3001\u5e42\u7b49\u3001Webhook \u3001SSE<br />\u591a\u79df\u6237\u6743\u9650\u3001\u591a\u6a21\u578b\u8def\u7531\u3001Token \u53ca\u6210\u672c\u63a7\u5236<br />Docker \u3001CI/CD \u3001\u5bf9\u8c61\u5b58\u50a8\u3001\u76d1\u63a7\u544a\u8b66<br />\u4f1a React/TypeScript \u57fa\u7840\u8054\u8c03\u4f18\u5148.<br /><br />10. Agent \u67b6\u6784\u5e08\uff08\u540e\u7aef\u504f Go \uff09<br />\u85aa\u8d44\uff1a20-35K \uff5c\u7f3a\u53e3 3<br />Go \u6216 PHP \u540e\u7aef<br />React \u6216 Vue \u524d\u7aef<br />OpenAI \u3001Claude \u3001Prompt Engineering<br />Agent \u3001RAG \u3001\u81ea\u52a8\u5316\u5de5\u4f5c\u6d41\u3001\u667a\u80fd Bot<br />LangChain \u3001OpenClaw \u3001Dify \u4e3a\u52a0\u5206\u9879<br />\u8981\u6c42\u5177\u5907\u72ec\u7acb\u5b8c\u6210\u9700\u6c42\u3001\u524d\u540e\u7aef\u5f00\u53d1\u3001\u90e8\u7f72\u4e0a\u7ebf\u7684\u80fd\u529b<br />\u6295\u9012\u65b9\u5f0f<br />Telegram\uff1a@hr167<br />\u90ae\u7bb1\uff1a lintu588888@gmail.com<br />\u8bf7\u5907\u6ce8\uff1a\u5e94\u8058\u5c97\u4f4d + \u5f53\u524d\u6240\u5728\u5730 + \u76ee\u524d/\u671f\u671b\u85aa\u8d44 + \u5230\u5c97\u65f6\u95f4"
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    {
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        "url": "https://www.v2ex.com/member/wangluowangwang", 
        "name": "wangluowangwang", 
        "avatar": "https://cdn.v2ex.com/avatar/24fb/7b78/98437_large.png?m=1773373932"
      }, 
      "url": "https://www.v2ex.com/t/1225352", 
      "date_modified": "2026-07-07T00:41:47+00:00", 
      "content_html": "Flutter \u5de5\u7a0b\u5e08  25k \u5185<br />\u4e00\u3001\u5c97\u4f4d\u804c\u8d23<br />1. \u8d1f\u8d23\u516c\u53f8\u79fb\u52a8\u7aef\u4ea7\u54c1 Flutter \u8de8\u5e73\u53f0\u5e94\u7528\u7684\u67b6\u6784\u8bbe\u8ba1\u3001\u6838\u5fc3\u529f\u80fd\u5f00\u53d1\u3001\u8fed\u4ee3\u4f18\u5316\u4e0e\u6280\u672f\u653b\u575a\uff0c\u4fdd\u969c iOS \u3001Android \u53cc\u7aef\u5e94\u7528\u7684\u7a33\u5b9a\u6027\u3001\u6d41\u7545\u5ea6\u4e0e\u517c\u5bb9\u6027\u3002<br />2. \u4e3b\u5bfc Flutter \u9879\u76ee\u6280\u672f\u65b9\u6848\u9009\u578b\u3001\u6a21\u5757\u62c6\u5206\u4e0e\u4ee3\u7801\u89c4\u8303\u5236\u5b9a\uff0c\u63a8\u52a8\u7ec4\u4ef6\u5316\u3001\u6a21\u5757\u5316\u5f00\u53d1\uff0c\u63d0\u5347\u7814\u53d1\u6548\u7387\u4e0e\u4ee3\u7801\u53ef\u590d\u7528\u6027\uff0c\u4fdd\u969c\u56e2\u961f\u4ee3\u7801\u8d28\u91cf\u3002<br />3. \u6df1\u5165\u4f18\u5316 Flutter \u5e94\u7528\u6027\u80fd\uff0c\u89e3\u51b3\u5185\u5b58\u6cc4\u6f0f\u3001\u6e32\u67d3\u5361\u987f\u3001\u5305\u4f53\u79ef\u8fc7\u5927\u3001\u542f\u52a8\u8017\u65f6\u7b49\u6838\u5fc3\u95ee\u9898\uff0c\u9002\u914d\u4e0d\u540c\u673a\u578b\u3001\u7cfb\u7edf\u7248\u672c\u4e0e\u5f31\u7f51\u73af\u5883\uff0c\u63d0\u5347\u7528\u6237\u4f53\u9a8c\u3002<br />4. \u8d1f\u8d23 Flutter \u4e0e\u539f\u751f iOS/Android \u7aef\u7684\u6df7\u5408\u5f00\u53d1\u3001\u901a\u9053\u901a\u4fe1\u3001\u539f\u751f\u63d2\u4ef6\u5c01\u88c5\u4e0e\u96c6\u6210\uff0c\u5bf9\u63a5\u7b2c\u4e09\u65b9 SDK \u3001\u540e\u7aef\u63a5\u53e3\uff0c\u5b8c\u6210\u590d\u6742\u4e1a\u52a1\u903b\u8f91\u7684\u8de8\u7aef\u5b9e\u73b0\u3002<br />5. \u53c2\u4e0e\u4ea7\u54c1\u9700\u6c42\u8bc4\u5ba1\uff0c\u4ece\u7814\u53d1\u89c6\u89d2\u63d0\u51fa\u53ef\u884c\u6027\u5efa\u8bae\uff0c\u628a\u63a7\u9879\u76ee\u7814\u53d1\u8fdb\u5ea6\u4e0e\u6280\u672f\u98ce\u9669\uff0c\u63a8\u52a8\u95ee\u9898\u5feb\u901f\u95ed\u73af\u3002<br />6. \u8ddf\u8e2a Flutter \u524d\u6cbf\u6280\u672f\u3001\u884c\u4e1a\u65b9\u6848\u4e0e\u751f\u6001\u66f4\u65b0\uff0c\u843d\u5730\u6280\u672f\u9884\u7814\u4e0e\u6280\u672f\u5347\u7ea7\uff0c\u6c89\u6dc0\u7814\u53d1\u6587\u6863\u3001\u901a\u7528\u7ec4\u4ef6\u4e0e\u5b9e\u8df5\uff0c\u8d4b\u80fd\u56e2\u961f\u6280\u672f\u6210\u957f\u3002<br /><br />\u4e8c\u3001\u4efb\u804c\u8981\u6c42<br />1. \u672c\u79d1\u53ca\u4ee5\u4e0a\u5b66\u5386\uff0c3 \u5e74\u4ee5\u4e0a\u79fb\u52a8\u7aef\u5f00\u53d1\u7ecf\u9a8c\u3002<br />2. 3 \u5e74\u4ee5\u4e0a Flutter \u4e16\u7eaa\u9879\u76ee\u5f00\u53d1\u7ecf\u9a8c\u3002<br />3. \u719f\u6089 IOS/Android \u539f\u751f\u5f00\u53d1\uff0c\u5177\u5907\u539f\u751f\u4e0e Flutter \u6df7\u5408\u5f00\u53d1\u7ecf\u9a8c\u3002<br />4. \u719f\u7ec3\u638c\u63e1 Flutter \u6846\u67b6\u539f\u7406\uff0c\u7cbe\u901a Widget \u751f\u547d\u5468\u671f\u3001\u72b6\u6001\u7ba1\u7406\u7b49\u6838\u5fc3\u673a\u5236\u3002<br />5.\u719f\u6089\u5e38\u7528\u8bbe\u8ba1\u6a21\u5f0f\uff0c\u5177\u5907\u826f\u597d\u7684\u67b6\u6784\u8bbe\u8ba1\u80fd\u529b\u3002<br />6. \u5177\u5907\u8f83\u5f3a\u7684\u5206\u6790\u89e3\u51b3\u95ee\u9898\u80fd\u529b\uff0c\u80fd\u72ec\u7acb\u627f\u62c5\u590d\u6742\u6a21\u5757\u5f00\u53d1\u3002<br />7. \u6297\u538b\u80fd\u529b\u5f3a\uff0c\u8d23\u4efb\u5fc3\u5f3a\uff0c\u5177\u5907\u8f83\u5f3a\u7684\u81ea\u9a71\u529b\u3002<br /><br />Flutter \u9ad8\u7ea7\u5f00\u53d1\u5de5\u7a0b\u5e08\uff0c20-35k<br />\u8d1f\u8d23 Android \u3001iOS \u53ca Flutter Web \uff08 PWA \uff09\u8de8\u5e73\u53f0\u4ea7\u54c1\u7814\u53d1\uff0c\u6db5\u76d6\u77ed\u89c6\u9891\u3001\u804a\u5929\u3001\u4f1a\u5458\u3001\u652f\u4ed8\u3001\u5185\u5bb9\u793e\u533a\u7b49\u6838\u5fc3\u4e1a\u52a1\u6a21\u5757\u3002<br /><br />\u8981\u6c42\uff1a3 \u5e74\u4ee5\u4e0a Flutter \u5f00\u53d1\u7ecf\u9a8c\uff0c\u719f\u6089 Dart \u3001Flutter Framework \u3001GetX \u3001GoRouter \uff1b\u5177\u5907 Flutter Web \uff08 PWA \uff09\u5f00\u53d1\u7ecf\u9a8c\uff0c\u719f\u6089 Safari \uff08 iOS/macOS \uff09\u517c\u5bb9\u6027\u5904\u7406\uff1b\u719f\u6089\u64ad\u653e\u5668\u5f00\u53d1\u3001\u9875\u9762\u6027\u80fd\u4f18\u5316\u3001WebSocket \u3001Drift/SQLite \u3001Platform Channel \u3001\u63d2\u4ef6\u5c01\u88c5\u53ca\u591a\u9879\u76ee\u7ef4\u62a4\uff1b\u5177\u5907\u826f\u597d\u7684\u4ee3\u7801\u89c4\u8303\u548c\u67b6\u6784\u8bbe\u8ba1\u80fd\u529b\uff1b\u719f\u7ec3\u4f7f\u7528 Claude Code \u3001Cursor \u3001GitHub Copilot \u3001ChatGPT \u7b49 AI \u5de5\u5177\u63d0\u5347\u7814\u53d1\u6548\u7387\u3002<br /><br />\u52a0\u5206\u9879\uff1a \u6709 Android \uff08 Kotlin \uff09\u6216 iOS \uff08 Swift \uff09\u5f00\u53d1\u7ecf\u9a8c\uff1b\u6709\u77ed\u89c6\u9891\u3001\u76f4\u64ad\u3001\u97f3\u89c6\u9891\u9879\u76ee\u7ecf\u9a8c\uff1b\u6709 CI/CD \u3001Google Play \u3001App Store \u53d1\u5e03\u6216\u6d77\u5916\u9879\u76ee\u7ecf\u9a8c\u3002", 
      "date_published": "2026-07-06T09:07:33+00:00", 
      "title": "\u8fdc\u7a0b\u5c97\u4f4d\u4e0d\u9650\u5236\u5730\u533a/\u65f6\u533a\u5317\u4eac Flutter \u5de5\u7a0b\u5e08", 
      "id": "https://www.v2ex.com/t/1225352"
    }, 
    {
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        "name": "kitjnmbe", 
        "avatar": "https://cdn.v2ex.com/gravatar/3502d4796cbd541e854cf96249233d79?s=73&d=retro"
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      "url": "https://www.v2ex.com/t/1225216", 
      "date_modified": "2026-07-07T00:43:18+00:00", 
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\u9875\u9762\u3001\u4ea4\u4e92\u3001\u63a5\u53e3\u548c\u72b6\u6001\u4e32\u6210\u53ef\u7528\u4ea7\u54c1</li>\n<li>\u5bf9\u7ec6\u8282\u654f\u611f\uff0c\u5728\u610f\u7a7a\u72b6\u6001\u3001\u52a0\u8f7d\u6001\u3001\u52a8\u6548\u3001\u54cd\u5e94\u5f0f\u3001\u9519\u8bef\u63d0\u793a\u8fd9\u4e9b\u201c\u4ea7\u54c1\u8d28\u611f\u201d\u7684\u90e8\u5206</li>\n<li>\u6267\u884c\u529b\u5f3a\uff0c\u80fd\u4ece\u6a21\u7cca\u9700\u6c42\u91cc\u81ea\u5df1\u62c6\u95ee\u9898\u3001\u627e\u65b9\u6848\u3001\u5f80\u524d\u63a8</li>\n<li>\u8fdc\u7a0b\u534f\u4f5c\u9760\u8c31\uff0c\u80fd\u4e3b\u52a8\u540c\u6b65\u8fdb\u5ea6\u3001\u95ee\u9898\u548c\u98ce\u9669</li>\n<li>\u5bf9 AI \u4ea7\u54c1\u3001\u793e\u4ea4\u4ea7\u54c1\u3001\u65b0\u4ea4\u4e92\u5f62\u6001\u6709\u5174\u8da3</li>\n</ul>\n<h1>\u52a0\u5206\u9879</h1>\n<ul>\n<li>\u505a\u8fc7\u4ece 0 \u5230 1 \u7684\u4ea7\u54c1\u3001Demo \u6216 side project</li>\n<li>\u4f1a\u7528 Figma \uff0c\u6216\u8005\u80fd\u548c\u8bbe\u8ba1\u5de5\u5177\u987a\u7545\u534f\u4f5c</li>\n<li>\u719f\u6089 AI \u8f85\u52a9\u5f00\u53d1 / vibe coding</li>\n<li>\u6709\u5f00\u6e90\u9879\u76ee\u7ecf\u9a8c</li>\n<li>\u559c\u6b22\u7814\u7a76\u4ea4\u4e92\u3001\u52a8\u753b\u3001\u89c6\u89c9\u7ec6\u8282</li>\n<li>\u770b\u5230\u4e00\u4e2a\u4e11\u9875\u9762\u4f1a\u5fcd\u4e0d\u4f4f\u60f3\u52a8\u624b\u6551\u4e00\u4e0b</li>\n<li>\u5bf9\u201c\u5dee\u4e0d\u591a\u80fd\u8dd1\u4e86\u201d\u8fd9\u53e5\u8bdd\u6709\u5929\u7136\u8b66\u60d5</li>\n</ul>\n<h1>\u5176\u4ed6\u4fe1\u606f</h1>\n<ul>\n<li>\u5de5\u4f5c\u65b9\u5f0f\uff1a\u8fdc\u7a0b Remote \uff0c\u5168\u804c</li>\n<li>\u85aa\u8d44\u8303\u56f4\uff1a10k - 30k RMB / \u6708\uff0c\u89c6\u60c5\u51b5\u8fdb\u884c\u6d6e\u52a8\uff0c\u53ef\u9762\u8bae</li>\n<li>\u6295\u9012\u90ae\u7bb1\uff1a <a href=\"mailto:jaken.kit@gmail.com\">jaken.kit@gmail.com</a></li>\n<li>\u90ae\u4ef6\u6807\u9898\uff1a [\u59d3\u540d - \u8fc7\u5f80\u7ecf\u5386 - Design Engineer - \u6e20\u9053 ] </li>\n<li>\u5176\u4ed6\u8bf4\u660e\uff1a\u7531\u4e8e\u8be5\u5c97\u4f4d\u66f4\u52a0\u504f\u5411 UI/UX \uff0c\u53ef\u4ee5\u9644\u5e26\u4e0a\u76f8\u5173\u4f5c\u54c1</li>\n</ul>\n", 
      "date_published": "2026-07-06T02:45:41+00:00", 
      "title": "[\u8fdc\u7a0b\u5168\u804c] Design Engineer", 
      "id": "https://www.v2ex.com/t/1225216"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/385888938", 
        "name": "385888938", 
        "avatar": "https://cdn.v2ex.com/avatar/bbac/744d/199200_large.png?m=1783251790"
      }, 
      "url": "https://www.v2ex.com/t/1225080", 
      "date_modified": "2026-07-06T02:35:02+00:00", 
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      "date_published": "2026-07-05T08:51:33+00:00", 
      "title": "\u62db\u52df\u5168\u6808\u5de5\u7a0b\u5e08 \ud83d\udee0\ufe0f \u6708\u85aa 1.2w-2w\uff0c\u8fdc\u7a0b\u5de5\u4f5c\uff0c\u65b0\u52a0\u5761\u5916\u4f01\uff0c\u6c1b\u56f4\u5f88\u597d\u4e0d\u52a0\u73ed", 
      "id": "https://www.v2ex.com/t/1225080"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/wangluowangwang", 
        "name": "wangluowangwang", 
        "avatar": "https://cdn.v2ex.com/avatar/24fb/7b78/98437_large.png?m=1773373932"
      }, 
      "url": "https://www.v2ex.com/t/1224901", 
      "title": "AI \u5de5\u4f5c\u6d41\u5de5\u7a0b\u5e08/\u8d44\u6df1\u6e38\u620f\u8fd0\u7ef4\u5de5\u7a0b\u5e08/\u90fd\u662f\u8fdc\u7a0b", 
      "id": "https://www.v2ex.com/t/1224901", 
      "date_published": "2026-07-04T03:29:48+00:00", 
      "content_html": "\u8fdc\u7a0b AI \u5de5\u4f5c\u6d41\u5de5\u7a0b\u5e08/20k-40k<br /><br />1 \u3001\u4e1a\u52a1\u7cfb\u7edf\u5168\u6808\u4ea4\u4ed8\uff1a\u72ec\u7acb\u5b8c\u6210 B \u7aef/C \u7aef Web \u5e94\u7528\u3001\u7ba1\u7406\u540e\u53f0\u3001\u6570\u636e\u5e73\u53f0\u7684\u524d\u7aef\uff08 React/Next.js/Vue \uff09\u4e0e\u540e\u7aef\uff08 Node.js/Python/Java/Go \uff09\u5f00\u53d1\uff0c\u6db5\u76d6\u6570\u636e\u5e93\u8bbe\u8ba1\u3001API \u5f00\u53d1\u3001\u6027\u80fd\u4f18\u5316\u3001\u5bb9\u5668\u5316\u90e8\u7f72\u53ca\u7ebf\u4e0a\u8fd0\u7ef4\u3002<br /><br />2 \u3001AI \u5de5\u5177\u539f\u751f\u5f00\u53d1\uff1a\u5c06 Cursor \u3001Claude Code \u3001GitHub Copilot \u3001v0 \u7b49 AI \u7f16\u7a0b\u5de5\u5177\u4f5c\u4e3a\u65e5\u5e38\u5f00\u53d1\u57fa\u7840\u8bbe\u65bd\uff0c\u5229\u7528 AI \u8f85\u52a9\u8fdb\u884c\u4ee3\u7801\u751f\u6210\u3001\u67b6\u6784\u8bbe\u8ba1\u3001\u5355\u5143\u6d4b\u8bd5\u3001Code Review \u4e0e\u6587\u6863\u7f16\u5199\uff0c\u786e\u4fdd\u5f00\u53d1\u6548\u7387\u4e0e\u4ee3\u7801\u8d28\u91cf\u7684\u53cc\u91cd\u63d0\u5347\u3002<br /><br />3 \u3001AI \u5de5\u4f5c\u6d41\u8bbe\u8ba1\u4e0e\u5b9e\u73b0\uff1a\u9488\u5bf9\u4e1a\u52a1\u573a\u666f\u8bbe\u8ba1\u591a\u6b65\u9aa4 AI \u5de5\u4f5c\u6d41\uff0c\u5305\u62ec\u4f46\u4e0d\u9650\u4e8e\uff1aRAG \u68c0\u7d22\u589e\u5f3a\u7cfb\u7edf\uff08\u6587\u6863\u89e3\u6790 \u2192 Embedding \u2192 \u5411\u91cf\u68c0\u7d22 \u2192 \u751f\u6210\uff09\u3001Agent \u4efb\u52a1\u7f16\u6392\uff08\u5de5\u5177\u8c03\u7528 / \u591a\u8f6e\u51b3\u7b56 / \u4eba\u673a\u534f\u540c\uff09\u3001\u667a\u80fd\u5185\u5bb9\u751f\u6210\u4e0e\u6570\u636e\u81ea\u52a8\u5316\u5904\u7406\u6d41\u6c34\u7ebf\u3002<br /><br />4 \u3001\u5927\u6a21\u578b\u96c6\u6210\u4e0e Prompt \u5de5\u7a0b\uff1a\u5bf9\u63a5 OpenAI / Claude / \u901a\u4e49\u5343\u95ee / DeepSeek \u7b49\u4e3b\u6d41\u5927\u6a21\u578b API \uff0c\u5b9e\u73b0\u6d41\u5f0f\u8f93\u51fa\uff08 SSE \uff09\u3001\u51fd\u6570\u8c03\u7528\uff08 Function Calling \uff09\u3001\u7ed3\u6784\u5316\u6570\u636e\u63d0\u53d6\uff1b\u7f16\u5199\u9ad8\u8d28\u91cf\u4e1a\u52a1\u7ea7 Prompt \uff0c\u786e\u4fdd\u8f93\u51fa\u7a33\u5b9a\u6027\u4e0e\u8fb9\u754c\u5b89\u5168\u3002<br /><br />5 \u3001\u6570\u636e\u4e0e\u57fa\u7840\u8bbe\u65bd\u67b6\u6784\uff1a\u8d1f\u8d23 PostgreSQL / MySQL \u3001Redis \u3001\u6d88\u606f\u961f\u5217\u7684\u67b6\u6784\u8bbe\u8ba1\u4e0e\u4f18\u5316\uff1b\u96c6\u6210\u5411\u91cf\u6570\u636e\u5e93\uff08 pgvector / Pinecone / Qdrant \uff09\u652f\u6491 AI \u68c0\u7d22\u80fd\u529b\uff1b\u4f7f\u7528 Docker \u3001CI/CD \u5b8c\u6210\u81ea\u52a8\u5316\u6d4b\u8bd5\u4e0e\u6301\u7eed\u4ea4\u4ed8\u3002<br /><br />6 \u3001\u5de5\u4f5c\u6d41\u53ef\u89c2\u6d4b\u4e0e\u4f18\u5316\uff1a\u5efa\u7acb AI \u5de5\u4f5c\u6d41\u7684\u8bc4\u4f30\u4e0e\u76d1\u63a7\u4f53\u7cfb\uff08\u8f93\u51fa\u51c6\u786e\u7387\u3001Token \u6210\u672c\u3001\u54cd\u5e94\u5ef6\u8fdf\u3001\u5f02\u5e38\u964d\u7ea7\uff09\uff0c\u5b9e\u65bd\u5b89\u5168\u62a4\u680f\uff08 Guardrails \uff09\u4e0e\u4eba\u5de5\u5ba1\u6838\uff08 HITL \uff09\u673a\u5236\uff0c\u786e\u4fdd AI \u529f\u80fd\u5728\u751f\u4ea7\u73af\u5883\u7684\u53ef\u9760\u6027<br /><br />\u6280\u80fd\u8981\u6c42\uff1a<br />1 \u3001\u5168\u6808\u5f00\u53d1\u80fd\u529b\uff1a5 \u5e74\u4ee5\u4e0a\u5168\u6808\u5f00\u53d1\u7ecf\u9a8c\uff0c\u7cbe\u901a\u81f3\u5c11\u4e00\u95e8\u524d\u7aef\u6846\u67b6\uff08 React / Next.js / Vue \uff09\u548c\u4e00\u95e8\u540e\u7aef\u8bed\u8a00\uff08 Node.js / Python / Java / Go \uff09\uff0c\u80fd\u72ec\u7acb\u5b8c\u6210\u4ece\u6570\u636e\u5e93\u8bbe\u8ba1\u5230\u524d\u7aef\u4ea4\u4e92\u7684\u5b8c\u6574\u529f\u80fd\u95ed\u73af\u3002<br /><br />2 \u3001AI \u5de5\u5177\u719f\u7ec3\u5ea6\uff1a\u65e5\u5e38\u4f7f\u7528 Cursor / Claude Code / GitHub Copilot \u7b49 AI \u7f16\u7a0b\u5de5\u5177\uff0c\u719f\u6089 AI \u8f85\u52a9\u7f16\u7a0b\u7684\u6700\u4f73\u5b9e\u8df5\uff08\u4e0a\u4e0b\u6587\u7ba1\u7406\u3001\u4ee3\u7801\u5ba1\u67e5\u3001Prompt \u9a71\u52a8\u91cd\u6784\uff09\uff0c\u80fd\u5c06 AI \u751f\u6210\u4ee3\u7801\u5feb\u901f\u8f6c\u5316\u4e3a\u7b26\u5408\u56e2\u961f\u89c4\u8303\u7684\u751f\u4ea7\u4ee3\u7801\u3002<br /><br />3 \u3001AI \u5de5\u4f5c\u6d41\u7ecf\u9a8c\uff1a\u5177\u5907\u5b9e\u9645\u9879\u76ee\u4e2d\u7684 AI \u5de5\u4f5c\u6d41\u843d\u5730\u7ecf\u9a8c\uff0c\u7406\u89e3 RAG \u67b6\u6784\u3001Agent \u7f16\u6392\u903b\u8f91\u3001\u591a\u6b65\u9aa4 LLM \u6d41\u6c34\u7ebf\u8bbe\u8ba1\uff1b\u6709 LLM API \u96c6\u6210\u3001\u6d41\u5f0f\u4f20\u8f93\u3001\u7ed3\u6784\u5316\u8f93\u51fa\u7b49\u5b9e\u6218\u7ecf\u9a8c\u3002<br /><br />4 \u3001Prompt \u5de5\u7a0b\uff1a\u5177\u5907\u624e\u5b9e\u7684 Prompt Engineering \u80fd\u529b\uff0c\u80fd\u9488\u5bf9\u4e1a\u52a1\u573a\u666f\u8bbe\u8ba1\u7a33\u5b9a\u3001\u53ef\u590d\u7528\u7684\u63d0\u793a\u6a21\u677f\uff0c\u5904\u7406\u8fb9\u754c\u60c5\u51b5\u4e0e\u5bf9\u6297\u6027\u8f93\u5165\uff0c\u786e\u4fdd AI \u8f93\u51fa\u7b26\u5408\u4e1a\u52a1\u9884\u671f\u3002<br /><br />5 \u3001\u5de5\u7a0b\u7d20\u517b\uff1a\u624e\u5b9e\u7684\u4ee3\u7801\u89c4\u8303\u3001Git \u5de5\u4f5c\u6d41\u3001\u5355\u5143\u6d4b\u8bd5\u3001API \u8bbe\u8ba1\u80fd\u529b\uff1b\u719f\u6089 SQL \u4f18\u5316\u4e0e\u7d22\u5f15\u8bbe\u8ba1\uff1b\u4e86\u89e3 Docker \u5bb9\u5668\u5316\u4e0e CI/CD \u6d41\u7a0b\uff1b\u5177\u5907\u57fa\u7840\u7684\u5b89\u5168\u9632\u62a4\u610f\u8bc6\uff08 XSS / SQL \u6ce8\u5165 / \u6743\u9650\u63a7\u5236\uff09\u3002<br /><br /> [\u52a0\u5206\u9879] <br />\u719f\u6089 Dify \u3001LangChain \u3001LlamaIndex \u3001LangGraph \u7b49 AI \u5e94\u7528\u5f00\u53d1\u6846\u67b6\uff0c\u80fd\u5feb\u901f\u642d\u5efa\u590d\u6742 AI \u5de5\u4f5c\u6d41<br />\u5177\u5907\u5411\u91cf\u6570\u636e\u5e93\uff08 pgvector / Pinecone / Qdrant / Weaviate \uff09\u7684\u96c6\u6210\u4e0e\u68c0\u7d22\u4f18\u5316\u7ecf\u9a8c<br />\u6709\u672c\u5730\u6a21\u578b\u90e8\u7f72\uff08 Ollama / vLLM \uff09\u6216\u6a21\u578b\u5fae\u8c03\uff08 LoRA / QLoRA \uff09\u7684\u5b9e\u8df5\u7ecf\u9a8c<br />\u4e86\u89e3 MCP \uff08 Model Context Protocol \uff09\u6216 A2A \uff08 Agent-to-Agent \uff09\u534f\u8bae\uff0c\u5177\u5907\u8de8\u7cfb\u7edf AI \u96c6\u6210\u80fd\u529b<br />\u719f\u6089 n8n \u3001Make \u3001Airflow \u7b49\u81ea\u52a8\u5316\u7f16\u6392\u5e73\u53f0\uff0c\u80fd\u5c06\u4f4e\u4ee3\u7801\u5de5\u4f5c\u6d41\u4e0e\u4ee3\u7801\u7ea7\u7cfb\u7edf\u96c6\u6210<br />\u5177\u5907 AI \u5de5\u4f5c\u6d41\u8bc4\u4f30\u6846\u67b6\u642d\u5efa\u7ecf\u9a8c\uff08 Golden Set \u3001\u56de\u5f52\u6d4b\u8bd5\u3001\u8d28\u91cf\u6f02\u79fb\u76d1\u63a7\uff09<br /><br />\u8fdc\u7a0b\u8d44\u6df1\u6e38\u620f\u8fd0\u7ef4\u5de5\u7a0b\u5e08 25000-32000<br /><br />\u5c97\u4f4d\u804c\u8d23\uff1a<br />1. \u8d1f\u8d23\u6e38\u620f\u4e1a\u52a1\u5728\u5168\u7403\u8303\u56f4\u5185\u7684\u4e91\u57fa\u7840\u8bbe\u65bd\u67b6\u6784\u8bbe\u8ba1\u3001\u90e8\u7f72\u4e0e\u7ef4\u62a4\uff0c\u4e3b\u8981\u4f7f\u7528 AWS \u4e0e\u963f\u91cc\u4e91\uff1b<br />2. \u6df1\u5ea6\u53c2\u4e0e\u5bb9\u5668\u5316\u6539\u9020\u4e0e Kubernetes \uff08 K8s \uff09\u96c6\u7fa4\u7ba1\u7406\uff0c\u4fdd\u969c\u6e38\u620f\u670d\u52a1\u7684\u5f39\u6027\u3001\u9ad8\u53ef\u7528\u4e0e\u7a33\u5b9a\u6027\uff1b<br />3. \u6301\u7eed\u4f18\u5316 CI/CD \u6d41\u7a0b\uff08 GitLab CI / Jenkins / Argocd \uff09\uff0c\u63d0\u5347\u5f00\u53d1\u4e0e\u8fd0\u7ef4\u6548\u7387\uff1b<br />4. \u6784\u5efa\u548c\u5b8c\u5584\u76d1\u63a7\u4f53\u7cfb\uff08\u5982 Prometheus \u3001Grafana \u7b49\uff09\u4e0e\u65e5\u5fd7\u5206\u6790\u5e73\u53f0\uff08\u5982 ELK \u3001Loki \u7b49\uff09\uff0c\u5b9e\u73b0\u6545\u969c\u5feb\u901f\u53d1\u73b0\u4e0e\u5b9a\u4f4d\uff1b<br />5. \u4e3b\u5bfc\u7ebf\u4e0a\u95ee\u9898\u7684\u5e94\u6025\u54cd\u5e94\u3001\u6392\u67e5\u4e0e\u590d\u76d8\uff0c\u5e76\u80fd\u63a8\u52a8\u7cfb\u7edf\u5bb9\u9519\u80fd\u529b\u7684\u6301\u7eed\u6539\u8fdb\uff1b<br />6. \u8d1f\u8d23\u6838\u5fc3\u4e2d\u95f4\u4ef6\u7684\u8fd0\u7ef4\u4e0e\u4f18\u5316\uff0c\u5305\u62ec MySQL/PostgreSQL \u3001Redis \u3001Kafka \u7b49\uff1b<br />7. \u7ba1\u7406\u914d\u7f6e\u4e2d\u5fc3\uff08\u5982 Apollo \u3001Nacos \u3001Consul \u7b49\uff09\uff0c\u5b9e\u73b0\u591a\u73af\u5883\u914d\u7f6e\u7684\u52a8\u6001\u7ba1\u7406\u4e0e\u5b89\u5168\u63a7\u5236\uff1b<br />8. \u53c2\u4e0e\u7ebf\u4e0a\u53d1\u5e03\u6d41\u7a0b\u89c4\u8303\u5236\u5b9a\uff0c\u4fdd\u969c\u7248\u672c\u8fed\u4ee3\u7684\u7a33\u5b9a\u6027\u4e0e\u53ef\u56de\u6eda\u80fd\u529b\uff1b<br />9. \u7ed3\u5408\u6e38\u620f\u4e1a\u52a1\u573a\u666f\uff0c\u8fdb\u884c\u5bb9\u91cf\u8bc4\u4f30\u3001\u6210\u672c\u4f18\u5316\u4e0e\u707e\u5907\u6f14\u7ec3\uff1b<br />10. \u8d1f\u8d23 CDN \u8d44\u6e90\u7684\u7ba1\u7406\u4e0e\u8c03\u4f18\uff0c\u5305\u62ec\u57df\u540d\u914d\u7f6e\u3001\u7f13\u5b58\u7b56\u7565\u3001\u5237\u65b0\u9884\u70ed\u3001\u52a0\u901f\u6548\u679c\u5206\u6790\u53ca\u6545\u969c\u6392\u67e5\uff1b<br />11. \u7f16\u5199\u81ea\u52a8\u5316\u8fd0\u7ef4\u5de5\u5177\u548c\u811a\u672c\uff0c\u6301\u7eed\u63d0\u5347\u8fd0\u7ef4\u6548\u7387\uff0c\u63a8\u52a8\u5e73\u53f0\u5316\u5efa\u8bbe\u3002<br /><br />\u4efb\u804c\u8981\u6c42\uff1a<br />1. \u672c\u79d1\u53ca\u4ee5\u4e0a\u5b66\u5386\uff0c7 \u5e74\u4ee5\u4e0a\u8fd0\u7ef4\u6216 SRE \u7ecf\u9a8c\uff0c\u5176\u4e2d\u81f3\u5c11 5 \u5e74\u6e38\u620f\u884c\u4e1a\u8fd0\u7ef4\u7ecf\u9a8c\uff1b<br />2. \u7cbe\u901a AWS \u4e0e\u963f\u91cc\u4e91\u6838\u5fc3\u670d\u52a1\uff08\u5982 EC2 \u3001RDS \u3001S3 \u3001VPC \u3001SLB \u3001ACK/ASK \u7b49\uff09\uff0c\u6709\u6df7\u5408\u4e91\u7ba1\u7406\u7ecf\u9a8c\u8005\u4f18\u5148\uff1b<br />3. \u6df1\u5165\u7406\u89e3\u5bb9\u5668\u4e0e K8s \uff0c\u6709\u751f\u4ea7\u73af\u5883\u5927\u89c4\u6a21 K8s \u96c6\u7fa4\u7684\u6784\u5efa\u3001\u8c03\u4f18\u4e0e\u6392\u969c\u7ecf\u9a8c\uff1b<br />4. \u719f\u7ec3\u638c\u63e1 GitLab CI \u6216 Jenkins \uff0c\u5177\u5907\u6d41\u6c34\u7ebf\u8bbe\u8ba1\u4e0e\u81ea\u52a8\u5316\u8fd0\u7ef4\u80fd\u529b\uff1b<br />5. \u719f\u6089\u4e3b\u6d41\u76d1\u63a7\u4e0e\u65e5\u5fd7\u65b9\u6848\uff0c\u80fd\u57fa\u4e8e\u6307\u6807\u3001\u94fe\u8def\u3001\u65e5\u5fd7\u8fdb\u884c\u591a\u7ef4\u5ea6\u95ee\u9898\u5206\u6790\uff1b<br />6. \u6709\u5b8c\u6574\u7684\u7ebf\u4e0a\u6545\u969c\u6392\u67e5\u4e0e\u5904\u7406\u7ecf\u9a8c\uff0c\u80fd\u72ec\u7acb\u4e3b\u5bfc\u4ece\u544a\u8b66\u89e6\u53d1\u3001\u6b62\u635f\u3001\u5b9a\u4f4d\u5230\u590d\u76d8\u6539\u8fdb\u7684\u5168\u6d41\u7a0b\uff1b<br />7. \u719f\u6089\u81f3\u5c11\u4e00\u79cd\u5173\u7cfb\u578b\u6570\u636e\u5e93\uff08\u5982 MySQL/PostgreSQL \uff09\u7684\u9ad8\u53ef\u7528\u67b6\u6784\u4e0e\u6027\u80fd\u4f18\u5316\uff0c\u719f\u6089 Redis \u3001Kafka \u7684\u8fd0\u7ef4\u4e0e\u6545\u969c\u5e94\u5bf9\uff1b<br />8. \u638c\u63e1\u914d\u7f6e\u4e2d\u5fc3\u539f\u7406\u53ca\u5b9e\u8df5\uff0c\u80fd\u63a8\u52a8\u914d\u7f6e\u6807\u51c6\u5316\u4e0e\u5b89\u5168\u53d8\u66f4\uff1b<br />9. \u5177\u5907\u624e\u5b9e\u7684 Linux \u7cfb\u7edf\u80fd\u529b\uff1a\u719f\u6089\u7cfb\u7edf\u539f\u7406\u3001\u5e38\u7528\u5185\u6838\u53c2\u6570\u8c03\u4f18\u3001\u6027\u80fd\u8bca\u65ad\u5de5\u5177\uff08 perf \u3001strace \u3001eBPF \u7b49\uff09\uff0c\u80fd\u591f\u5feb\u901f\u5206\u6790 CPU/IO/\u7f51\u7edc\u7b49\u74f6\u9888\uff1b<br />10. \u719f\u6089 CDN \u539f\u7406\u53ca\u5e38\u89c1\u5382\u5546\uff08\u5982 CloudFront \u3001\u963f\u91cc\u4e91 CDN \uff09\uff0c\u6709\u914d\u7f6e\u7ba1\u7406\u3001\u7f13\u5b58\u7b56\u7565\u4f18\u5316\u53ca\u52a0\u901f\u6548\u679c\u8c03\u4f18\u7ecf\u9a8c\uff1b<br />11. \u5177\u5907\u5e38\u7528\u5f00\u53d1\u80fd\u529b\uff1a\u719f\u7ec3\u638c\u63e1 Shell/Python/Go \u4e2d\u7684\u81f3\u5c11\u4e00\u79cd\uff0c\u80fd\u591f\u72ec\u7acb\u7f16\u5199\u8fd0\u7ef4\u5de5\u5177\u3001\u76d1\u63a7\u811a\u672c\u6216\u8fd0\u7ef4\u670d\u52a1\uff1b<br />12. \u5177\u5907\u826f\u597d\u7684\u6587\u6863\u4e60\u60ef\u548c\u8de8\u56e2\u961f\u6c9f\u901a\u80fd\u529b\uff0c\u6709\u8f83\u5f3a\u7684\u8d23\u4efb\u5fc3\u548c\u6297\u538b\u80fd\u529b\u3002<br /><br />\u52a0\u5206\u9879\uff1a<br />1. \u6709 AI \u5de5\u5177\u4f7f\u7528\u8005\u4f18\u5148\uff1b<br />2. \u53c2\u4e0e\u6216\u4e3b\u5bfc\u8fc7\u6e38\u620f\u4e1a\u52a1\u4ece 0 \u5230 1 \u7684\u4e0a\u7ebf\u5168\u6d41\u7a0b\uff08\u5305\u62ec\u538b\u6d4b\u3001\u9884\u6848\u3001\u7070\u5ea6\u3001\u5272\u63a5\u3001\u56de\u6eda\u7b49\uff09\uff1b<br />3. \u6709\u9ad8\u5e76\u53d1\u3001\u5b9e\u65f6\u5728\u7ebf\u670d\u52a1\u6216\u5927\u89c4\u6a21\u5206\u5e03\u5f0f\u7cfb\u7edf\u7684\u8fd0\u7ef4\u7ecf\u9a8c\uff08\u5982 MMO \u3001\u5bf9\u6218\u7c7b\u3001\u5927\u4e16\u754c\u7c7b\u6e38\u620f\uff09\uff1b<br />4. \u719f\u6089 Terraform \u3001Ansible \u7b49 IaC \u5de5\u5177\uff0c\u6216\u6709 FinOps \u6210\u672c\u4f18\u5316\u5b9e\u8df5\uff1b<br />5. \u6301\u6709 AWS \u6216\u963f\u91cc\u4e91\u9ad8\u7ea7\u8ba4\u8bc1\uff1b<br />6. \u6709\u8d21\u732e\u5f00\u6e90\u8fd0\u7ef4\u9879\u76ee\u6216\u5185\u90e8\u8fd0\u7ef4\u5e73\u53f0\u5f00\u53d1\u7ecf\u9a8c\u3002<br /><br /><br />Telegram:@hr167<br />\u90ae\u7bb1\uff1a lintu588888@gmail.com"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/hoshizora38", 
        "name": "hoshizora38", 
        "avatar": "https://cdn.v2ex.com/gravatar/21eac9b4b0723a189798cbc88aa72405?s=73&d=retro"
      }, 
      "url": "https://www.v2ex.com/t/1224869", 
      "date_modified": "2026-07-03T18:16:35+00:00", 
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      "date_published": "2026-07-03T18:07:07+00:00", 
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      "url": "https://www.v2ex.com/t/1224627", 
      "title": "\u62db\u8058\uff1a NodeJs \u8fdc\u7a0b\u540e\u7aef\u5f00\u53d1 10 \u4f4d+Vue \u8fdc\u7a0b\u524d\u7aef\u5f00\u53d1 6 \u4f4d+AI \u6570\u636e\u5206\u6790\u5e08\u4e00\u4f4d", 
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      "title": "[\u8fdc\u7a0b]\u540e\u7aef\u7814\u53d1\uff08Go\uff09/Suger.io", 
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      "content_html": "<h2>\u5173\u4e8e\u6211\u4eec</h2>\n<p>\u6211\u4eec\u662f\u4e00\u652f\u4e13\u6ce8\u4e8e\u6280\u672f\u5f00\u53d1\u7684\u8fdc\u7a0b\u56e2\u961f\uff0c\u76ee\u524d\u6b63\u5728\u5f00\u53d1\u591a\u4e2a SaaS \u548c\u4f01\u4e1a\u7ea7\u9879\u76ee\u3002\u73b0\u8bda\u9080\u4e00\u540d\u7ecf\u9a8c\u4e30\u5bcc\u7684\u5168\u6808\u5f00\u53d1\u5de5\u7a0b\u5e08\u52a0\u5165\u6211\u4eec\uff0c\u4ee5\u8fdc\u7a0b\u517c\u804c\u7684\u65b9\u5f0f\u53c2\u4e0e\u9879\u76ee\u5f00\u53d1\u4e0e\u7ef4\u62a4\u3002</p>\n<p>\u8be5\u5c97\u4f4d\u91c7\u7528<strong>\u6309\u5de5\u65f6\u7ed3\u7b97\uff08 Hourly \uff09</strong>\uff0c\u5de5\u4f5c\u65f6\u95f4\u7075\u6d3b\uff0c\u957f\u671f\u5408\u4f5c\u4f18\u5148\u3002</p>\n<hr/>\n<h2>\u5c97\u4f4d\u804c\u8d23</h2>\n<ul>\n<li>\u8d1f\u8d23\u7532\u65b9\u5ba2\u6237\u7684\u4ea7\u54c1\u524d\u540e\u7aef\u529f\u80fd\u5f00\u53d1\u4e0e\u7ef4\u62a4</li>\n<li>\u4f7f\u7528 React \u6784\u5efa\u9ad8\u8d28\u91cf\u3001\u53ef\u7ef4\u62a4\u7684\u524d\u7aef\u5e94\u7528</li>\n<li>\u4f7f\u7528 Express.js \u5f00\u53d1 GraphQL/RESTful API \u53ca\u540e\u7aef\u4e1a\u52a1\u903b\u8f91</li>\n<li>\u4e0e\u4ea7\u54c1\u3001\u8bbe\u8ba1\u53ca\u5176\u4ed6\u5f00\u53d1\u4eba\u5458\u534f\u4f5c\uff0c\u5b8c\u6210\u9700\u6c42\u5f00\u53d1</li>\n<li>\u8d1f\u8d23\u7cfb\u7edf Bug \u4fee\u590d\u3001\u6027\u80fd\u4f18\u5316\u53ca\u4ee3\u7801\u91cd\u6784</li>\n<li>\u53c2\u4e0e\u4ee3\u7801 Review \uff0c\u6301\u7eed\u63d0\u5347\u9879\u76ee\u4ee3\u7801\u8d28\u91cf</li>\n<li>\u7f16\u5199\u5fc5\u8981\u7684\u6280\u672f\u6587\u6863\u53ca\u63a5\u53e3\u6587\u6863</li>\n</ul>\n<hr/>\n<h2>\u4efb\u804c\u8981\u6c42</h2>\n<h3>\u5fc5\u5907\u6280\u80fd</h3>\n<ul>\n<li>3 \u5e74\u53ca\u4ee5\u4e0a Web \u5168\u6808\u5f00\u53d1\u7ecf\u9a8c</li>\n<li>\u719f\u7ec3\u638c\u63e1 JavaScript / TypeScript</li>\n<li>\u719f\u7ec3\u638c\u63e1 React \u53ca\u76f8\u5173\u751f\u6001\uff08 Hooks \u3001React Router \u7b49\uff09</li>\n<li>\u719f\u7ec3\u638c\u63e1 Express.js \u6216 Node.js \u540e\u7aef\u5f00\u53d1</li>\n<li>\u719f\u6089 GraphQL/RESTful API \u8bbe\u8ba1\u4e0e\u5f00\u53d1</li>\n<li>\u719f\u6089 MySQL \u6216 PostgreSQL \u6570\u636e\u5e93\u8bbe\u8ba1\u53ca SQL \u7f16\u5199</li>\n<li>\u719f\u6089 Git \u7248\u672c\u7ba1\u7406\u53ca\u56e2\u961f\u534f\u4f5c\u6d41\u7a0b</li>\n<li>\u5177\u5907\u826f\u597d\u7684\u4ee3\u7801\u89c4\u8303\u53ca\u5de5\u7a0b\u5316\u610f\u8bc6</li>\n</ul>\n<hr/>\n<h3>\u52a0\u5206\u9879</h3>\n<p>\u5177\u5907\u4ee5\u4e0b\u4efb\u4e00\u7ecf\u9a8c\u4f18\u5148\u8003\u8651\uff1a</p>\n<ul>\n<li>React Native \u5f00\u53d1\u7ecf\u9a8c</li>\n<li>Next.js \u5f00\u53d1\u7ecf\u9a8c</li>\n<li>Prisma \u3001Sequelize \u7b49 ORM \u4f7f\u7528\u7ecf\u9a8c</li>\n<li>Docker \u5bb9\u5668\u5316\u90e8\u7f72\u7ecf\u9a8c</li>\n<li>GCP \u3001AWS \u6216 Cloudflare \u5e73\u53f0\u90e8\u7f72\u7ecf\u9a8c</li>\n<li>\u719f\u6089 Redis \u3001\u6d88\u606f\u961f\u5217\u7b49\u4e2d\u95f4\u4ef6</li>\n<li>\u6709 SaaS \u4ea7\u54c1\u6216\u540e\u53f0\u7ba1\u7406\u7cfb\u7edf\u5f00\u53d1\u7ecf\u9a8c</li>\n<li>\u719f\u6089 CI/CD \u81ea\u52a8\u5316\u90e8\u7f72\u6d41\u7a0b</li>\n</ul>\n<hr/>\n<h2>\u5de5\u4f5c\u65b9\u5f0f</h2>\n<ul>\n<li>\u8fdc\u7a0b\u529e\u516c</li>\n<li>\u517c\u804c\u5408\u4f5c</li>\n<li>\u6309\u5b9e\u9645\u5de5\u65f6\u7ed3\u7b97</li>\n<li>\u5de5\u4f5c\u65f6\u95f4\u7075\u6d3b</li>\n<li>\u957f\u671f\u5408\u4f5c\u4f18\u5148</li>\n<li>\u65f6\u65b0 80 - 120 CNY/\u5de5\u65f6</li>\n</ul>\n<hr/>\n<h2>\u6211\u4eec\u5e0c\u671b\u4f60\u5177\u5907</h2>\n<ul>\n<li>\u826f\u597d\u7684\u6c9f\u901a\u80fd\u529b\u548c\u8d23\u4efb\u5fc3</li>\n<li>\u80fd\u591f\u72ec\u7acb\u5206\u6790\u95ee\u9898\u5e76\u63a8\u8fdb\u89e3\u51b3</li>\n<li>\u5bf9\u4ee3\u7801\u8d28\u91cf\u6709\u8f83\u9ad8\u8981\u6c42</li>\n<li>\u80fd\u591f\u4e3b\u52a8\u5b66\u4e60\u5e76\u6301\u7eed\u4f18\u5316\u9879\u76ee</li>\n</ul>\n<hr/>\n<h2>\u5e94\u8058\u65b9\u5f0f</h2>\n<p>\u8bf7\u63d0\u4f9b\u4ee5\u4e0b\u4fe1\u606f\uff0c\u90ae\u4ef6\u53d1\u9001\u81f3\uff1a shouming@paramountventures.io(\u65e0\u6cd5\u63d0\u4f9b\u4e2a\u4eba\u7b80\u5386\u8bf7\u52ff\u6270\uff0c\u8c22\u8c22\uff01)</p>\n<ul>\n<li>\u4e2a\u4eba\u7b80\u5386</li>\n<li>GitHub \uff08\u5982\u6709\uff09</li>\n<li>\u4e2a\u4eba\u4f5c\u54c1\u6216\u9879\u76ee\u7ecf\u9a8c</li>\n<li>\u53ef\u6295\u5165\u7684\u6bcf\u5468\u5de5\u4f5c\u65f6\u957f</li>\n<li>\u671f\u671b\u65f6\u85aa\uff08 Hourly Rate \uff09</li>\n</ul>\n", 
      "date_published": "2026-06-27T11:06:06+00:00", 
      "title": "React / Express \u5168\u6808\u5f00\u53d1\u5de5\u7a0b\u5e08\uff08\u8fdc\u7a0b\u5f00\u53d1\u5c97\u4f4d\uff09", 
      "id": "https://www.v2ex.com/t/1223341"
    }, 
    {
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      }, 
      "url": "https://www.v2ex.com/t/1223275", 
      "date_modified": "2026-06-28T05:22:18+00:00", 
      "content_html": "<p>\ud83d\udd25 \u8fdc\u7a0b\u9ad8\u7ea7 Golang / PHP \u5f00\u53d1\u5de5\u7a0b\u5e08\uff5c 26K-46K</p>\n<p>\u62db\u8058\u9ad8\u7ea7\u540e\u7aef\u5f00\u53d1\u5de5\u7a0b\u5e08\uff0c\u8d1f\u8d23 PHP + Golang Web \u5e94\u7528\u540e\u7aef\u5f00\u53d1\u3001\u7cfb\u7edf\u67b6\u6784\u8bbe\u8ba1\u3001\u6838\u5fc3\u6a21\u5757\u7f16\u7801\u4e0e\u73b0\u6709\u9879\u76ee\u7ef4\u62a4\uff0c\u6db5\u76d6 RESTful API \u3001MySQL \u4f18\u5316\u3001Redis / Memcached \u7f13\u5b58\u3001\u9ad8\u5e76\u53d1\u6027\u80fd\u8c03\u4f18\u7b49\u65b9\u5411\u3002</p>\n<p>\u8981\u6c42 8 \u5e74\u4ee5\u4e0a\u540e\u7aef\u7ecf\u9a8c\uff0c\u5fc5\u987b\u540c\u65f6\u5177\u5907 PHP + Golang \u5b9e\u6218\uff0c\u719f\u6089 Laravel / Yaf / Gin \u3001MySQL \u3001Redis / Memcached \uff0c\u6709 \u4e2d\u5927\u578b\u9879\u76ee / \u590d\u6742\u4e1a\u52a1\u6a21\u5757 / \u9ad8\u5e76\u53d1\u7cfb\u7edf \u7ecf\u9a8c\u4f18\u5148\u3002</p>\n<p>\u52a0\u5206\u9879\uff1a\u719f\u7ec3\u4f7f\u7528 Cursor \u3001ChatGPT \u3001Claude \u3001Copilot \u3001Windsurf \u7b49 AI \u5f00\u53d1\u5de5\u5177\uff1b\u6709 AI Agent \u3001MCP \u3001RAG \u6216 OpenAI / Claude / Gemini API \u63a5\u5165\u7ecf\u9a8c\u4f18\u5148\u3002</p>\n<p>\ud83d\udcec \u6295\u9012\uff1a\u7b80\u5386\u6295\u9012\uff1atg  @<a href=\"/member/hrjiejie_88\">hrjiejie_88</a>\n\ud83d\udcee \u90ae\u7bb1 <a href=\"mailto:leed79211@gmail.com\">leed79211@gmail.com</a></p>\n", 
      "date_published": "2026-06-27T03:30:31+00:00", 
      "title": "\u62db\u8058\u8fdc\u7a0b\u9ad8\u7ea7 Golang / PHP \u5f00\u53d1\u5de5\u7a0b\u5e08\uff5c 26K-46K", 
      "id": "https://www.v2ex.com/t/1223275"
    }, 
    {
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        "url": "https://www.v2ex.com/member/Brand001", 
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      "url": "https://www.v2ex.com/t/1222912", 
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/>\u4e09\u3001\u52a0\u5206\u9879\uff08\u4f18\u5148\u8003\u8651\uff09<br />\u6709\u89c6\u9891\u3001\u6f2b\u753b\u3001\u5c0f\u8bf4\u5185\u5bb9\u7c7b\u4ea7\u54c1\u7ecf\u9a8c<br />\u719f\u6089 AI \u5de5\u5177\uff08\u5982 Figma AI \u3001Prompt \u8bbe\u8ba1\u3001AIGC \u4ea7\u54c1\uff09<br />\u6709\u6d77\u5916\u4ea7\u54c1\u6216\u591a\u7aef\u4ea7\u54c1\u7ecf\u9a8c\uff08 Web + H5 + App \uff09<br /><br />\u56db\u3001\u5c97\u4f4d\u80fd\u529b\u8981\u6c42\uff08\u91cd\u70b9\uff09<br />\u9700\u6c42\u62c6\u89e3\u80fd\u529b\uff08\u590d\u6742\u9700\u6c42\u7ed3\u6784\u5316\uff09<br />\u539f\u578b\u8bbe\u8ba1\u80fd\u529b\uff08\u7ed3\u6784\u6e05\u6670 + \u53ef\u843d\u5730\uff09<br />\u6570\u636e\u9a71\u52a8\u80fd\u529b\uff08\u4f1a\u770b\u6570\u636e + \u80fd\u4f18\u5316\uff09<br />\u8de8\u56e2\u961f\u63a8\u52a8\u80fd\u529b\uff08\u8bbe\u8ba1 / \u5f00\u53d1 / \u6d4b\u8bd5\uff09<br />\u7528\u6237\u4f53\u9a8c\u610f\u8bc6\uff08\u7ec6\u8282\u63a7\uff09<br /><br />\u4e94\u3001\u5de5\u4f5c\u5185\u5bb9\u4ea7\u51fa\uff08\u5165\u804c\u540e\uff09<br />PRD \u6587\u6863\uff08\u53ef\u76f4\u63a5\u5f00\u53d1\u4f7f\u7528\uff09<br />\u9ad8\u4fdd\u771f/\u4e2d\u4fdd\u771f\u539f\u578b\u56fe<br />\u529f\u80fd\u6d41\u7a0b\u56fe<br />---------------------------------<br />---------------------------------<br />\u8fdc\u7a0b Go \u5f00\u53d1\u7ec4\u957f<br />\u85aa\u8d44\u8303\u56f4\uff1a30-50K<br /><br />\u5c97\u4f4d\u804c\u8d23\uff1a<br />\u8d1f\u8d23\u5185\u5bb9\u5206\u53d1\u5e73\u53f0\u7684\u6574\u4f53\u67b6\u6784\u8bbe\u8ba1\u3001\u6280\u672f\u6f14\u8fdb\u4e0e\u56e2\u961f\u7ba1\u7406\uff1b<br />\u5e26\u9886 Go \u56e2\u961f\u5b8c\u6210\u6838\u5fc3\u529f\u80fd\u5f00\u53d1\u4e0e\u7ef4\u62a4\uff0c\u89e3\u51b3\u7cfb\u7edf\u6027\u80fd\u74f6\u9888\uff1b<br />\u4e3b\u5bfc\u5e73\u53f0\u5bb9\u5668\u5316\u6539\u9020\u3001CI/CD \u6d41\u7a0b\u5efa\u8bbe\uff1b<br />\u8d1f\u8d23 RESTful API \u63a5\u53e3\u8bbe\u8ba1\u53ca\u6280\u672f\u65b9\u6848\u8bc4\u5ba1\uff1b<br />\u8d1f\u8d23\u56e2\u961f\u6210\u5458\u7684\u6280\u672f\u57f9\u517b\u3001\u7ee9\u6548\u7ba1\u7406\u53ca\u68af\u961f\u5efa\u8bbe\u3002<br />\u5c97\u4f4d\u8981\u6c42\uff1a<br />\u672c\u79d1\u53ca\u4ee5\u4e0a\u5b66\u5386\uff0c\u8ba1\u7b97\u673a\u76f8\u5173\u4e13\u4e1a\uff0c7 \u5e74\u4ee5\u4e0a Golang \u4e00\u7ebf\u5f00\u53d1\u7ecf\u9a8c\uff0c3 \u5e74\u4ee5\u4e0a\u56e2\u961f\u7ba1\u7406\u7ecf\u9a8c\uff1b<br />\u5177\u5907\u624e\u5b9e\u7684\u9ad8\u5e76\u53d1\u3001\u9ad8\u6d41\u91cf\u7cfb\u7edf\u5b9e\u6218\u7ecf\u9a8c\uff0c\u80fd\u72ec\u7acb\u8bb2\u6e05\u695a\u9ad8\u5e76\u53d1\u573a\u666f\u7684\u5168\u94fe\u8def\u89e3\u51b3\u65b9\u6848\uff1b<br />\u719f\u6089\u5206\u5e03\u5f0f\u7cfb\u7edf\u67b6\u6784\u8bbe\u8ba1\uff0c\u6df1\u5165\u7406\u89e3\u9ad8\u53ef\u7528\u3001\u9ad8\u5e76\u53d1\u3001\u8d1f\u8f7d\u5747\u8861\u6838\u5fc3\u6280\u672f\uff1b<br />\u7cbe\u901a GoZero \u3001Gin \u7b49\u4e3b\u6d41\u6846\u67b6\uff0c\u5177\u5907\u6846\u67b6\u9009\u578b\u80fd\u529b\uff1b<br />\u5fc5\u987b\u6709\u5185\u5bb9\u5206\u53d1\u3001\u793e\u4ea4\u3001\u7535\u5546\u7b49\u9ad8\u6d41\u91cf C \u7aef\u4ea7\u54c1\u7684 Go \u5f00\u53d1\u7ecf\u9a8c\uff1b<br />\u719f\u6089 MySQL \u3001Redis \u3001Kafka \u3001gRPC \u3001RabbitMQ \u7b49\u4e2d\u95f4\u4ef6\uff1b<br />\u719f\u6089\u5206\u5e03\u5f0f\u7f13\u5b58\u53ca CDN \u5185\u5bb9\u5206\u53d1\u65b9\u6848\uff1b<br />\u719f\u6089 Docker \u3001Kubernetes \u53ca\u4e3b\u6d41\u4e91\u5e73\u53f0\uff1b<br />\u5fc5\u987b\u5177\u5907 3 \u4eba\u4ee5\u4e0a\u56e2\u961f\u7ba1\u7406\u7ecf\u9a8c\uff0c\u4e2a\u4eba\u8d21\u732e\u8005\u80cc\u666f\u4e0d\u4e88\u8003\u8651\u3002<br />\u52a0\u5206\u9879\uff1a<br />\u6709\u5185\u5bb9\u5206\u53d1\u5e73\u53f0\u7ecf\u9a8c\uff1b<br />\u4e86\u89e3\u673a\u5668\u5b66\u4e60\u548c\u667a\u80fd\u63a8\u8350\u7b97\u6cd5\uff0c\u6709 AI \u7f16\u7a0b\u7ecf\u9a8c\uff1b<br />\u719f\u6089 Web \u524d\u7aef\u76f8\u5173\u6280\u672f\u3002<br />\u521d\u7b5b\u786c\u6027\u5361\u70b9\uff1a<br />Go \u5de5\u9f84\u5c11\u4e8e 5 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/>\u6301\u7eed\u8ddf\u8e2a\u524d\u7aef\u53ca\u8de8\u5e73\u53f0\u6280\u672f\u53d1\u5c55\u8d8b\u52bf\uff0c\u63a8\u52a8\u56e2\u961f\u6280\u672f\u521b\u65b0\uff1b<br />\u8d1f\u8d23\u56e2\u961f\u6210\u5458\u7684\u6280\u672f\u57f9\u517b\u3001\u7ee9\u6548\u7ba1\u7406\u53ca\u68af\u961f\u5efa\u8bbe\u3002<br />\u5c97\u4f4d\u8981\u6c42\uff1a<br />\u672c\u79d1\u53ca\u4ee5\u4e0a\u5b66\u5386\uff0c\u8ba1\u7b97\u673a\u76f8\u5173\u4e13\u4e1a\uff0c7 \u5e74\u4ee5\u4e0a Web \u5f00\u53d1\u7ecf\u9a8c\uff0c3 \u5e74\u4ee5\u4e0a\u56e2\u961f\u7ba1\u7406\u7ecf\u9a8c\uff1b<br />\u7cbe\u901a React \u3001TypeScript \u3001Node.js \u7b49\u4e3b\u6d41\u524d\u7aef\u6280\u672f\u4e0e\u6846\u67b6\uff1b\u5fc5\u987b\u6709 Flutter \u5546\u4e1a\u5316\u9879\u76ee\u843d\u5730\u7ecf\u9a8c\uff1b<br />\u5fc5\u987b\u6709\u5185\u5bb9\u5206\u53d1\u5e73\u53f0\u6216\u9ad8\u6d41\u91cf C \u7aef\u4e1a\u52a1\u80cc\u666f\uff0c\u7eaf B \u7aef\u8425\u9500/\u4f01\u4e1a\u7cfb\u7edf\u80cc\u666f\u4e0d\u4e88\u8003\u8651\uff1b<br />\u5177\u5907\u5b8c\u6574\u7684 SEO \u5b9e\u6218\u7ecf\u9a8c\uff0c\u80fd\u72ec\u7acb\u4e3b\u5bfc SEO \u4f53\u7cfb\u5efa\u8bbe\uff1b<br />\u5177\u5907\u9ad8\u5e76\u53d1\u3001\u9ad8\u6d41\u91cf\u73af\u5883\u4e0b\u7684\u6027\u80fd\u4f18\u5316\u5b9e\u6218\u7ecf\u9a8c\uff1b<br />\u5728\u7cfb\u7edf\u91cd\u6784\u3001\u6a21\u5757\u5316\u3001\u8de8\u6d4f\u89c8\u5668\u517c\u5bb9\u3001\u6269\u5c55\u6027\u63d0\u5347\u65b9\u9762\u6709\u4e30\u5bcc\u843d\u5730\u7ecf\u9a8c\uff1b<br />\u5177\u5907\u8f83\u5f3a\u7684\u56e2\u961f\u7ba1\u7406\u3001\u8de8\u90e8\u95e8\u6c9f\u901a\u548c\u9879\u76ee\u63a8\u8fdb\u80fd\u529b\u3002<br />\u52a0\u5206\u9879\uff1a<br />\u6709\u5185\u5bb9\u5206\u53d1\u5e73\u53f0\u6216\u5e7f\u544a\u5e73\u53f0\u9879\u76ee\u7ecf\u9a8c\uff1b<br />\u6709 AI \u7f16\u7a0b\u5b9e\u8df5\u7ecf\u9a8c\uff1b<br />\u6709\u9ad8\u6d41\u91cf C \u7aef\u4ea7\u54c1\u4ece 0 \u5230 1 \u642d\u5efa\u7ecf\u9a8c\u3002<br />\u521d\u7b5b\u786c\u6027\u5361\u70b9\uff1a<br />\u4e1a\u52a1\u80cc\u666f\u5168\u90e8\u4e3a B \u7aef\u8425\u9500/\u4f01\u4e1a\u7cfb\u7edf<br />BC \u7c7b\u7ade\u5f69\uff0c\u4f53\u80b2\u7c7b\u4e0d\u8003\u8651<br /><br /><br />-----------------------------<br />\u66f4\u591a\u5c97\u4f4d\u54a8\u8be2\u8be6\u7ec6\uff0c\u53ef\u76f4\u63a5\u6dfb\u52a0 TG\uff1a @<a target=\"_blank\" href=\"/member/skyewen20251\" rel=\"nofollow noopener\">skyewen20251</a><br />\u6709\u610f\u5411\u6295\u9012\u7b80\u5386\u5230 Email \u90ae\u7bb1\uff1a zygs2151@gmail.com", 
      "date_published": "2026-06-25T14:00:08+00:00", 
      "title": "\u8fdc\u7a0b\u9ad8\u7ea7\u4ea7\u54c1\u7ecf\u7406\uff0c\u8fdc\u7a0b Go \u5f00\u53d1\u7ec4\u957f\uff0c\u8fdc\u7a0b\u8fdc\u7a0b Ai \u5168\u6808\u5de5\u7a0b\u5e08\uff0c\u8fdc\u7a0b Web \u524d\u7aef\u5f00\u53d1\u7ec4\u957f", 
      "id": "https://www.v2ex.com/t/1222912"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/nito61", 
        "name": "nito61", 
        "avatar": "https://cdn.v2ex.com/avatar/b2fd/4e16/246770_large.png?m=1782282412"
      }, 
      "url": "https://www.v2ex.com/t/1222521", 
      "title": "[\u8fdc\u7a0b] AI-First Builder\uff08\u8f6f\u4ef6\u5de5\u7a0b\u5e08\uff0c\u5168\u804c\uff09", 
      "id": "https://www.v2ex.com/t/1222521", 
      "date_published": "2026-06-24T06:29:56+00:00", 
      "content_html": "<h3>\u6211\u4eec\u5728\u505a\u4ec0\u4e48</h3>\n<p>\u81ea 2016 \u5e74\u6210\u7acb\u4ee5\u6765\uff0cTeam247 \u957f\u671f\u4e3a\u7f8e\u56fd\u4e92\u8054\u7f51\u521d\u521b\u4f01\u4e1a\u63d0\u4f9b\u4ea7\u54c1\u5f00\u53d1\u652f\u6301\uff0c\u5e2e\u52a9\u5176\u8bbe\u8ba1\u3001\u6784\u5efa\u5e76\u53d1\u5e03\u8f6f\u4ef6\u4ea7\u54c1\uff0c\u8986\u76d6\u533b\u7597\u3001\u6559\u80b2\u3001\u91d1\u878d\u3001\u65c5\u884c\u3001\u793e\u4ea4\u3001\u9152\u5e97\u3001\u96f6\u552e\u7b49\u591a\u4e2a\u884c\u4e1a\u3002</p>\n<p>\u8fc7\u53bb\u4e00\u6bb5\u65f6\u95f4\uff0c\u6211\u4eec\u9010\u6b65\u5c06\u5de5\u7a0b\u5b9e\u8df5\u8f6c\u5411 <strong>AI-First workflow</strong> \u2014\u2014 \u5728\u8fd9\u79cd\u6a21\u5f0f\u4e0b\uff0c\u5de5\u7a0b\u5e08\uff08\u6211\u4eec\u79f0\u4e4b\u4e3a Builder \uff09\u4e0e AI \u5728\u6574\u4e2a\u4ea7\u54c1\u5f00\u53d1\u751f\u547d\u5468\u671f\u4e2d\u6df1\u5ea6\u534f\u4f5c\uff1a\n\u5546\u4e1a\u76ee\u6807 \u2192 \u4ea7\u54c1\u7406\u89e3 \u2192 \u4ea7\u54c1\u8bbe\u8ba1 \u2192 \u9700\u6c42\u5206\u6790 \u2192 \u7cfb\u7edf\u8bbe\u8ba1 \u2192 \u4ee3\u7801\u5b9e\u73b0 \u2192 \u5ba1\u67e5\u4e0e\u6d4b\u8bd5 \u2192 \u90e8\u7f72\u4e0a\u7ebf</p>\n<p>AI \u4ece\u7b2c\u4e00\u5929\u8d77\u5c31\u53c2\u4e0e\u5176\u4e2d\uff1a\u5934\u8111\u98ce\u66b4\u3001\u63a2\u7d22\u4ea7\u54c1\u8bbe\u8ba1\u3001\u7cfb\u7edf\u5206\u6790\u3001\u751f\u6210\u6280\u672f\u5b9e\u73b0\u65b9\u6848\u3001\u7f16\u5199\u4ee3\u7801\u5e76\u8fd0\u884c\u6d4b\u8bd5\u3002Builder \u5168\u7a0b\u4e0e AI \u534f\u4f5c\uff0c\u4e3a\u5176\u63d0\u4f9b AI \u65e0\u6cd5\u76f4\u63a5\u83b7\u53d6\u3001\u6216\u96be\u4ee5\u9ad8\u6548\u7406\u89e3\u7684\u4e0a\u4e0b\u6587\u2014\u2014\u4ea7\u54c1\u76ee\u6807\u3001\u4e1a\u52a1\u80cc\u666f\u3001\u9700\u6c42\u7ec6\u8282\u3001\u7cfb\u7edf\u4f9d\u8d56\u4e0e\u9886\u57df\u77e5\u8bc6\u3002</p>\n<p>Builder \u7684\u6838\u5fc3\u804c\u8d23\u662f\u5728<strong>\u4ee3\u7801\u5b9e\u73b0\u524d\uff0c\u5e2e\u52a9 AI \u6210\u4e3a\u8be5\u95ee\u9898\u7684\u4e13\u5bb6</strong>\uff0c\u5e76\u5bf9 AI \u7684\u8f93\u51fa\u8fdb\u884c\u5ba1\u67e5\u548c\u5ba1\u8ba1\u3002\u5982\u679c AI \u603b\u662f\u5728\u540c\u4e00\u4e2a\u5730\u65b9\u51fa\u9519\uff0c\u5f80\u5f80\u662f\u5c11\u4e86\u4e9b\u5173\u952e\u4fe1\u606f\u3002\u8fd9\u65f6\u5019\u5c31\u9700\u8981\u4f60\u627e\u5230\u7f3a\u5931\u7684\u4e0a\u4e0b\u6587\uff0c\u8865\u56de\u9879\u76ee\u4e2d\uff0c\u8ba9\u6574\u4e2a\u6d41\u7a0b\u6301\u7eed\u6539\u8fdb\u3002</p>\n<h3>\u5de5\u4f5c\u65b9\u5f0f\u4e0e\u5f85\u9047</h3>\n<ul>\n<li>\u5de5\u4f5c\u5730\u70b9\uff1a\u8fdc\u7a0b</li>\n<li>\u5de5\u4f5c\u65f6\u95f4\uff1a\u5317\u4eac\u65f6\u95f4 08:00\u201317:00 \uff0c\u5468\u672b\u53cc\u4f11</li>\n<li>\u85aa\u8d44\uff1aRMB 15k\u201330k \uff0c\u6839\u636e\u7ecf\u9a8c\u548c\u80fd\u529b\u9762\u8bae</li>\n<li>\u652f\u6301\u4e2a\u4eba\u6210\u957f\u4e0e\u804c\u4e1a\u53d1\u5c55\uff0c\u63d0\u4f9b\u82f1\u6587\u53e3\u8bed\u57f9\u8bad\u3001\u5065\u8eab\u5361\u53ca\u4f53\u68c0\u798f\u5229</li>\n</ul>\n<h3>\u6211\u4eec\u5e0c\u671b\u4f60\u505a\u4ec0\u4e48</h3>\n<ul>\n<li>\u5bf9\u4efb\u52a1\u7684\u5b8c\u6574\u4ea4\u4ed8\u8d1f\u8d23\u2014\u2014\u4ece\u7406\u89e3\u4ea7\u54c1\u76ee\u6807\u548c\u9700\u6c42\uff0c\u5230\u6700\u7ec8\u7a33\u5b9a\u4e0a\u7ebf</li>\n<li>\u62c6\u89e3\u95ee\u9898\uff0c\u4e0e AI \u534f\u4f5c\u68b3\u7406\u9700\u6c42\u3001\u7cfb\u7edf\u4e0a\u4e0b\u6587\u548c\u5b9e\u73b0\u8def\u5f84</li>\n<li>\u5bf9 AI \u7684\u8f93\u51fa\u8fdb\u884c\u5ba1\u67e5\u4e0e\u5ba1\u8ba1</li>\n<li>\u5728\u4e0a\u7ebf\u524d\u5b8c\u6210\u6d4b\u8bd5\u4e0e\u5fc5\u8981\u7684\u4eba\u5de5\u68c0\u67e5\uff0c\u786e\u4fdd\u6bcf\u6b21\u53d8\u66f4\u90fd\u53ef\u9760</li>\n<li>\u9002\u5e94\u82f1\u8bed\u8bfb\u5199\u73af\u5883\uff0c\u7528\u82f1\u8bed\u4e0e AI \u53ca\u56e2\u961f\u534f\u4f5c\u6c9f\u901a</li>\n</ul>\n<h3>\u6211\u4eec\u5e0c\u671b\u4f60\u5177\u5907\u4ec0\u4e48</h3>\n<ul>\n<li>3 \u5e74\u4ee5\u4e0a\u8f6f\u4ef6\u5f00\u53d1\u7ecf\u9a8c\uff0c\u8ba1\u7b97\u673a\u57fa\u7840\u624e\u5b9e\uff08\u8bed\u8a00\u4e0d\u9650\uff09</li>\n<li>\u590d\u6742\u95ee\u9898\u62c6\u89e3\u80fd\u529b\uff1a\u80fd\u5c06\u6a21\u7cca\u3001\u590d\u6742\u7684\u95ee\u9898\u5206\u89e3\u6210\u6e05\u6670\u3001\u53ef\u6267\u884c\u7684\u6b65\u9aa4</li>\n<li>\u6279\u5224\u6027\u601d\u7ef4\uff1a\u77e5\u9053 AI \u4ec0\u4e48\u65f6\u5019\u662f\u5bf9\u7684\uff0c\u4ec0\u4e48\u65f6\u5019\u9700\u8981\u5e72\u9884</li>\n<li>\u8d23\u4efb\u611f\uff1a\u5bf9 AI 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\u3001\u5728\u7ebf\u6295\u9012\uff1a <a href=\"https://www.audiointerview.ai/companies/team247\" rel=\"nofollow\">https://www.audiointerview.ai/companies/team247</a></li>\n</ul>\n"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/wateryfield", 
        "name": "wateryfield", 
        "avatar": "https://cdn.v2ex.com/avatar/e432/1fa8/101463_large.png?m=1720685266"
      }, 
      "url": "https://www.v2ex.com/t/1222499", 
      "date_modified": "2026-06-25T00:30:40+00:00", 
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      "url": "https://www.v2ex.com/t/1221763", 
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      "date_published": "2026-06-21T08:54:46+00:00", 
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\u5e74\u524d\u7aef\u5f00\u53d1\u7ecf\u9a8c\uff0c\u80fd\u72ec\u7acb\u5b8c\u6210\u4e2d\u7b49\u590d\u6742\u5ea6\u7684\u524d\u7aef\u9700\u6c42\uff1b</li>\n<li>\u719f\u6089 React / Next.js / TypeScript \uff0c\u6709\u7ebf\u4e0a\u9879\u76ee\u5f00\u53d1\u548c\u7ef4\u62a4\u7ecf\u9a8c\uff1b</li>\n<li>\u719f\u6089 Tailwind CSS \u6216\u5176\u4ed6\u4e3b\u6d41 CSS \u65b9\u6848\uff0c\u5177\u5907\u826f\u597d\u7684\u9875\u9762\u8fd8\u539f\u3001\u54cd\u5e94\u5f0f\u5e03\u5c40\u548c\u7ec4\u4ef6\u62bd\u8c61\u80fd\u529b\uff1b</li>\n<li>\u6709\u4e00\u5b9a ToC \u9875\u9762\u5f00\u53d1\u7ecf\u9a8c\uff0c\u80fd\u5173\u6ce8\u9875\u9762\u7ec6\u8282\u3001\u79fb\u52a8\u7aef\u9002\u914d\u3001\u771f\u5b9e\u5185\u5bb9\u957f\u5ea6\u3001\u52a0\u8f7d\u4f53\u9a8c\u548c\u7528\u6237\u64cd\u4f5c\u8def\u5f84\uff1b</li>\n<li>\u7406\u89e3\u524d\u7aef\u57fa\u7840\u5de5\u7a0b\u5316\u80fd\u529b\uff0c\u5305\u62ec\u8def\u7531\u3001\u6784\u5efa\u3001\u7f13\u5b58\u3001\u90e8\u7f72\u3001\u63a5\u53e3\u8054\u8c03\u3001\u9519\u8bef\u5904\u7406\u7b49\uff1b</li>\n<li>\u4e86\u89e3 Web \u6027\u80fd\u4f18\u5316\uff0c\u80fd\u5b9a\u4f4d\u548c\u5904\u7406\u5e38\u89c1\u7684\u9996\u5c4f\u6162\u3001\u767d\u5c4f\u3001\u8d44\u6e90\u52a0\u8f7d\u3001\u9875\u9762\u5361\u987f\u7b49\u95ee\u9898\uff1b</li>\n<li>\u6709\u4e00\u5b9a\u4ea7\u54c1\u610f\u8bc6\uff0c\u80fd\u7406\u89e3\u9875\u9762\u76ee\u6807\uff0c\u800c\u4e0d\u662f\u53ea\u673a\u68b0\u5b8c\u6210 UI \uff1b</li>\n<li>\u80fd\u5728\u8bbe\u8ba1\u7a3f\u6216\u4ea7\u54c1\u8bf4\u660e\u4e0d\u5b8c\u5168\u5145\u5206\u7684\u60c5\u51b5\u4e0b\uff0c\u4e3b\u52a8\u6c9f\u901a\u3001\u62c6\u89e3\u9700\u6c42\u5e76\u63a8\u8fdb\u843d\u5730\uff1b</li>\n<li>\u719f\u7ec3\u4f7f\u7528 AI \u7f16\u7a0b\u5de5\u5177\uff0c\u6709\u4ee3\u7801 review \u548c\u8d28\u91cf\u610f\u8bc6\uff0c\u4e0d\u662f\u7b80\u5355\u4f9d\u8d56 AI \u751f\u6210\u4ee3\u7801\uff1b</li>\n<li>\u6c9f\u901a\u987a\u7545\uff0c\u6267\u884c\u529b\u5f3a\uff0c\u80fd\u9002\u5e94\u8fdc\u7a0b\u534f\u4f5c\u548c\u8f83\u5feb\u7684\u4ea7\u54c1\u8fed\u4ee3\u8282\u594f\u3002</li>\n</ul>\n<h2>\u52a0\u5206\u9879</h2>\n<ul>\n<li>\u6709 AI \u4ea7\u54c1\u3001SaaS \u3001Maas \u3001\u5f00\u53d1\u8005\u5de5\u5177\u3001API \u5e73\u53f0\u76f8\u5173\u7ecf\u9a8c\uff1b</li>\n<li>\u505a\u8fc7\u5b98\u7f51\u3001\u8425\u9500\u9875\u3001\u6d3b\u52a8\u9875\u3001\u5de5\u5177\u9875\u3001\u79fb\u52a8\u7aef H5 \u3001\u5c0f\u7a0b\u5e8f\u7b49 ToC \u573a\u666f\uff1b</li>\n<li>\u719f\u6089 Next.js SSR / SSG / ISR \uff1b</li>\n<li>\u6709\u57fa\u7840 Node.js / \u5168\u6808\u80fd\u529b\uff0c\u80fd\u5904\u7406\u7b80\u5355\u63a5\u53e3\u3001\u8868\u5355\u63d0\u4ea4\u3001\u6570\u636e\u5c55\u793a\u6216 CMS \u914d\u7f6e\uff1b</li>\n<li>\u6709\u6d77\u5916\u4ea7\u54c1\u3001\u82f1\u6587\u9875\u9762\u3001\u591a\u8bed\u8a00\u9875\u9762\u7ecf\u9a8c\uff1b</li>\n<li>\u6709\u826f\u597d\u7684 UI \u5ba1\u7f8e\uff0c\u80fd\u5728\u8bbe\u8ba1\u652f\u6301\u6709\u9650\u65f6\u505a\u51fa\u6bd4\u8f83\u8212\u670d\u7684\u9875\u9762\u6548\u679c\u3002</li>\n</ul>\n<h2>\u5de5\u4f5c\u65b9\u5f0f</h2>\n<ul>\n<li>\u8fdc\u7a0b\u53cb\u597d\uff0c\u4f18\u79c0\u8005\u53ef\u8fdc\u7a0b\uff1b\u5317\u4eac\u540c\u5b66\u53ef\u7ebf\u4e0b\u6c9f\u901a\uff1b</li>\n<li>\u56e2\u961f\u4f1a\u5b9a\u671f\u8fdb\u884c\u5317\u4eac\u7ebf\u4e0b\u96c6\u4e2d\u534f\u4f5c\u548c\u6c9f\u901a\uff1b</li>\n<li>\u66f4\u770b\u91cd\u4ea4\u4ed8\u7ed3\u679c\u3001\u6c9f\u901a\u6548\u7387\u548c\u4e3b\u52a8\u63a8\u8fdb\u80fd\u529b\u3002</li>\n</ul>\n<h2>\u85aa\u8d44\u8303\u56f4</h2>\n<p>20K-25K \uff0c\u5177\u4f53\u6839\u636e\u80fd\u529b\u548c\u5339\u914d\u5ea6\u9762\u8bae\u3002</p>\n<h2>\u6295\u9012\u65b9\u5f0f</h2>\n<p>\u8bf7\u53d1\u9001\u7b80\u5386\u81f3\uff1a</p>\n<p><a href=\"mailto:mike.wang@atlascloud.ai\">mike.wang@atlascloud.ai</a></p>\n<p>\u90ae\u4ef6\u6807\u9898\u5efa\u8bae\uff1a</p>\n<p>\u524d\u7aef\u5de5\u7a0b\u5e08 - \u59d3\u540d - \u5e74\u9650 - \u57ce\u5e02</p>\n", 
      "date_published": "2026-06-18T11:46:30+00:00", 
      "title": "[\u8fdc\u7a0b/\u5317\u4eac] \u4e2d\u7ea7\u524d\u7aef\u5de5\u7a0b\u5e08\uff5c AI \u4ea7\u54c1\u65b9\u5411\uff5c 20-25K", 
      "id": "https://www.v2ex.com/t/1221423"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/yjpeminem0604", 
        "name": "yjpeminem0604", 
        "avatar": "https://cdn.v2ex.com/gravatar/43623035063a995a0f3f9906eadd41ec?s=73&d=retro"
      }, 
      "url": "https://www.v2ex.com/t/1221416", 
      "date_modified": "2026-06-21T00:30:49+00:00", 
      "content_html": "<p>\u6211\u4eec\u662f\u4e00\u5bb6\u7f8e\u56fd\u516c\u53f8\uff0c\u4e13\u6ce8 NSFW \u9886\u57df\uff0c\u65d7\u4e0b\u6709\u4e8c\u6b21\u5143\u4ea7\u54c1\uff0c\u4eff\u771f\u4eba\u4ea7\u54c1\uff0c\u5bf9\u8bdd\u53d9\u4e8b\u7c7b\u548c\u591a\u6a21\u6001\u7c7b\u5747\u6709\u3002</p>\n<p>\u6240\u6709\u62db\u8058\u5c97\u4f4d\u957f\u671f\u7a33\u5b9a\uff0c\u5206\u5168\u804c\uff0c\u7b80\u76f4\uff0c\u9879\u76ee\u5236\u5408\u4f5c\u591a\u79cd\u7c7b\u578b\uff0c\u7ed3\u679c\u8bba\uff1b</p>\n<p>\u9488\u5bf9\u4ee5\u4e0a\u4ea7\u54c1\u77e9\u9635\u7684\u4ea7\u54c1\u548c\u589e\u957f\u5c97\u4f4d\u505a\u4ee5\u4e0b\u62db\u8058\uff08\u540c\u65f6\u4e5f\u9700\u8981\u8fd0\u8425/\u81ea\u5a92\u4f53\u5c97\u4f4d\uff0c\u6709\u5174\u8da3\u7684\u4e5f\u6b22\u8fce\u8054\u7cfb\uff09</p>\n<p>AI \u4ea7\u54c1\u7ecf\u7406\uff08\u8fdc\u7a0b\uff09</p>\n<p>\u5c97\u4f4d\u804c\u8d23</p>\n<p>\u8d1f\u8d23 AI NSFW \u4e92\u52a8\u53d9\u4e8b\u4ea7\u54c1\u7684\u529f\u80fd\u89c4\u5212\u3001\u9700\u6c42\u68b3\u7406\u4e0e\u7248\u672c\u8fed\u4ee3\n\u8f93\u51fa PRD \u3001\u4ea7\u54c1\u539f\u578b\u4e0e\u4ea4\u4e92\u6d41\u7a0b\uff0c\u63a8\u52a8\u7814\u53d1\u3001\u8bbe\u8ba1\u3001\u8fd0\u8425\u534f\u540c\u843d\u5730\n\u57fa\u4e8e\u7528\u6237\u6570\u636e\u4e0e\u53cd\u9988\u6301\u7eed\u4f18\u5316\u4ea7\u54c1\u4f53\u9a8c\uff0c\u4e3b\u5bfc\u6838\u5fc3\u6a21\u5757\u7684\u8bbe\u8ba1\u4e0e\u6253\u78e8\n\u8ddf\u8e2a AI/LLM \u3001\u89d2\u8272\u626e\u6f14\u7c7b\u4ea7\u54c1\u7684\u884c\u4e1a\u52a8\u6001\uff0c\u8bc6\u522b\u53ef\u501f\u9274\u7684\u80fd\u529b\u4e0e\u673a\u4f1a\u70b9</p>\n<p>\u4efb\u804c\u8981\u6c42</p>\n<p>3 \u5e74\u4ee5\u4e0a\u4ea7\u54c1\u6216\u8fd0\u8425\u7ecf\u9a8c\uff0c\u5176\u4e2d\u534a\u5e74\u4ee5\u4e0a AI \u4ea7\u54c1\u76f8\u5173\u7ecf\u9a8c\n\u719f\u7ec3\u4f7f\u7528\u539f\u578b\u5de5\u5177\uff08 Figma / Axure / \u58a8\u5200\u7b49\uff09\uff0c\u6216\u80fd\u7528 AI \u5de5\u5177\u5feb\u901f\u642d\u5efa\u53ef\u8fed\u4ee3\u3001\u53ef\u7ba1\u7406\u7684\u6a21\u5757\u5316\u539f\u578b\n\u5177\u5907\u6210\u719f\u7684\u4ea7\u54c1\u65b9\u6cd5\u8bba\uff0c\u80fd\u7528\u7b2c\u4e00\u6027\u539f\u7406\u62c6\u89e3\u95ee\u9898\uff0c\u903b\u8f91\u6e05\u6670\n\u5bf9 NSFW / \u6210\u4eba\u5411\u4ea7\u54c1\u5728\u5fc3\u7406\u4e0a\u65e0\u6392\u65a5\uff0c\u80fd\u4ee5\u4e13\u4e1a\u3001\u4e2d\u7acb\u7684\u6001\u5ea6\u5bf9\u5f85\u76f8\u5173\u5185\u5bb9\n\u826f\u597d\u7684\u8fdc\u7a0b\u534f\u4f5c\u4e0e\u81ea\u9a71\u80fd\u529b</p>\n<p>\u52a0\u5206\u9879</p>\n<p>\u6709 <a href=\"http://Character.AI\" rel=\"nofollow\">Character.AI</a> / SillyTavern / \u8d77\u70b9\u4e2d\u6587\u7f51\u7c7b\u5185\u5bb9\u6216\u521b\u4f5c\u8005\u751f\u6001\u4ea7\u54c1\u7ecf\u9a8c\n\u719f\u6089\u89d2\u8272\u626e\u6f14\u751f\u6001\u672f\u8bed\uff08\u89d2\u8272\u5361\u3001\u4e16\u754c\u4e66\u3001\u524d\u540e\u7f6e\u63d0\u793a\u8bcd\u7b49\uff09\n\u6709\u5bf9\u8bdd\u7c7b\u4ea7\u54c1\u8bbe\u8ba1\u7ecf\u9a8c\u4f18\u5148</p>\n<p>\u79c1\u57df / SEO \u589e\u957f\u63a8\u5e7f\uff08\u8fdc\u7a0b\uff09</p>\n<p>\u5c97\u4f4d\u804c\u8d23</p>\n<p>\u8d1f\u8d23 Telegram \u3001X \u7b49\u6e20\u9053\u7684\u79c1\u57df\u6d41\u91cf\u8fd0\u8425\u3001\u7fa4\u53d1\u4e0e\u62c9\u65b0\u63a8\u5e7f\n\u642d\u5efa\u5e76\u8fd0\u8425 SEO \u7ad9\u7fa4\uff0c\u8d1f\u8d23\u5173\u952e\u8bcd\u5e03\u5c40\u3001\u5185\u5bb9\u77e9\u9635\u4e0e\u6d41\u91cf\u83b7\u53d6\n\u843d\u5730 GEO \uff08\u751f\u6210\u5f0f\u5f15\u64ce\u4f18\u5316\uff09\u7b56\u7565\uff0c\u63d0\u5347\u4ea7\u54c1\u5728 AI \u641c\u7d22/\u95ee\u7b54\u4e2d\u7684\u66dd\u5149\n\u76d1\u6d4b\u6e20\u9053\u6570\u636e\uff0c\u6301\u7eed\u4f18\u5316\u6295\u653e\u4e0e\u8f6c\u5316\u8def\u5f84</p>\n<p>\u4efb\u804c\u8981\u6c42</p>\n<p>\u719f\u6089 Telegram \u3001X \u7b49\u6e20\u9053\u7684\u7fa4\u53d1\u3001\u5f15\u6d41\u4e0e\u793e\u7fa4\u8fd0\u8425\u624b\u6bb5\n\u719f\u7ec3\u638c\u63e1 SEO \u7ad9\u7fa4\u642d\u5efa\u4e0e\u4f18\u5316\uff0c\u7406\u89e3\u641c\u7d22\u5f15\u64ce\u6536\u5f55\u4e0e\u6392\u540d\u903b\u8f91\n\u4e86\u89e3 GEO \u4f18\u5316\u65b9\u6cd5\uff0c\u80fd\u9488\u5bf9 AI \u751f\u6210\u5f0f\u641c\u7d22\u505a\u5185\u5bb9\u9002\u914d\n\u719f\u6089\u89c4\u907f\u5c01\u53f7\u3001\u964d\u6743\u7b49\u98ce\u63a7\u7b56\u7565\n\u6570\u636e\u9a71\u52a8\uff0c\u80fd\u72ec\u7acb\u8bbe\u8ba1\u5e76\u9a8c\u8bc1\u589e\u957f\u5b9e\u9a8c</p>\n<p>\u52a0\u5206\u9879</p>\n<p>\u6709\u51fa\u6d77\u4ea7\u54c1 / \u4e2d\u6587\u51fa\u6d77\u7528\u6237\u589e\u957f\u7ecf\u9a8c\n\u719f\u6089\u6210\u4eba\u5411\u4ea7\u54c1\u7684\u63a8\u5e7f\u8def\u5f84\n\u638c\u63e1\u81ea\u52a8\u5316\u5de5\u5177\u4e0e\u811a\u672c\uff08\u7fa4\u53d1\u3001\u91c7\u96c6\u3001\u76d1\u63a7\u7b49\uff09</p>\n<p>\u8054\u7cfb\u90ae\u7bb1\uff08 Base64 \uff09\uff1acGVhY2hsYW5kYWlAZ21haWwuY29t</p>\n<p>\u8054\u7cfb VX \uff08 Base64 \uff09\uff1aQzU3OTY4MDA=</p>\n<p>\u8054\u7cfb TG \uff08 Base64 \uff09\uff1aQGN6YWs5</p>\n", 
      "date_published": "2026-06-18T10:35:26+00:00", 
      "title": "\u62db\u957f\u671f\u8fdc\u7a0b\u5c97\u4f4d\uff1a [AI \u4ea7\u54c1\u7ecf\u7406] [\u79c1\u57df/SEO \u589e\u957f\u63a8\u5e7f]", 
      "id": "https://www.v2ex.com/t/1221416"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/zt4219066", 
        "name": "zt4219066", 
        "avatar": "https://cdn.v2ex.com/avatar/fdb8/a414/411032_large.png?m=1781711224"
      }, 
      "url": "https://www.v2ex.com/t/1221203", 
      "date_modified": "2026-06-18T00:24:00+00:00", 
      "content_html": "\u4e00\u5bb6 AI Native \u7684\u6d77\u5916\u521b\u4e1a\u56e2\u961f\uff08\u7f8e\u56fd + \u65b0\u52a0\u5761\uff09\uff0c\u6b63\u5728\u5bfb\u627e 2 \u4f4d\u957f\u671f\u5408\u4f5c\u7684 Growth Operator<br /><br />\u5de5\u4f5c\u5185\u5bb9\uff1a<br /><br />\u8fd0\u8425 Twitter / X<br />\u8fd0\u8425\u5c0f\u7ea2\u4e66\u7b49\u5185\u5bb9\u6e20\u9053<br />AI \u793e\u7fa4\u8fd0\u8425\uff08 Discord \u3001\u5fae\u4fe1\u7fa4\u7b49\uff09<br />\u5bf9\u63a5 AI KOL \u3001\u5f00\u53d1\u8005\u793e\u533a<br />\u534f\u52a9\u7814\u7a76\u62a5\u544a\u3001\u4ea7\u54c1\u53d1\u5e03\u4f20\u64ad<br />\u63a2\u7d22\u65b0\u7684\u589e\u957f\u6e20\u9053<br /><br />\u6211\u4eec\u5e0c\u671b\u4f60\uff1a<br /><br />\u5bf9 AI \u884c\u4e1a\u6709\u6d53\u539a\u5174\u8da3<br />\u719f\u6089 Twitter \u3001Reddit \u3001\u5c0f\u7ea2\u4e66\u7b49\u5e73\u53f0<br />\u6709\u5185\u5bb9\u8fd0\u8425\u6216\u793e\u533a\u8fd0\u8425\u7ecf\u9a8c<br />\u80fd\u591f\u72ec\u7acb\u63a8\u8fdb\u9879\u76ee\uff0c\u5236\u5b9a\u8fd0\u8425\u7b56\u7565\u5e76\u6267\u884c\u843d\u5730<br />\u5177\u5907\u8f83\u597d\u7684\u82f1\u6587\u9605\u8bfb\u4e0e\u5199\u4f5c\u80fd\u529b<br /><br />\u52a0\u5206\u9879\uff1a<br /><br />\u8fd0\u8425\u8fc7 AI \u793e\u533a<br />AI/Agent Native<br />\u53c2\u4e0e\u8fc7\u5f00\u6e90\u9879\u76ee\u793e\u533a\u5efa\u8bbe<br />\u8fd0\u8425\u8fc7 AI \u81ea\u5a92\u4f53\u8d26\u53f7<br />\u6709\u5f00\u53d1\u8005\u5de5\u5177\u3001AI \u4ea7\u54c1\u589e\u957f\u7ecf\u9a8c<br /><br />\u8fd0\u8425\u8fc7 AI \u793e\u533a\u3001\u5f00\u6e90\u9879\u76ee\u3001AI \u81ea\u5a92\u4f53\u5747\u53ef\uff0c\u4e0d\u8981\u6c42\u5927\u5382\u80cc\u666f\u3002<br /><br />\u5408\u4f5c\u5f62\u5f0f\uff1a<br /><br />\u517c\u804c / Contractor<br />\u957f\u671f\u5408\u4f5c<br />\u65f6\u95f4\u7075\u6d3b<br />\u8fdc\u7a0b\u529e\u516c<br /><br />\u8054\u7cfb\u65f6\u8bf7\u9644\uff1a<br /><br />\u8fc7\u5f80\u8fd0\u8425\u9879\u76ee<br />\u8d1f\u8d23\u8fc7\u7684\u8d26\u53f7\u6216\u793e\u533a<br />\u589e\u957f\u6570\u636e\uff08\u7c89\u4e1d\u3001DAU \u3001\u66dd\u5149\u7b49\uff09<br />\u671f\u671b\u5408\u4f5c\u65b9\u5f0f\u53ca\u62a5\u4ef7<br /><br />\u8054\u7cfb\uff1aYWRyaWFuYjUyMUBwbS5tZQ==", 
      "date_published": "2026-06-17T15:55:02+00:00", 
      "title": "[\u8fdc\u7a0b][\u517c\u804c] \u6d77\u5916\u56e2\u961f AI Growth Operator / \u793e\u533a\u8fd0\u8425", 
      "id": "https://www.v2ex.com/t/1221203"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/harrishan", 
        "name": "harrishan", 
        "avatar": "https://cdn.v2ex.com/gravatar/afd198d3ba95b918eaef15bf0815ca71?s=73&d=retro"
      }, 
      "url": "https://www.v2ex.com/t/1221099", 
      "date_modified": "2026-06-18T00:24:37+00:00", 
      "content_html": "\u516c\u53f8\uff1aDCS Card Centre  <br />\u5b98\u7f51\uff1a <a target=\"_blank\" href=\"https://dcscc.com/\" rel=\"nofollow noopener\">https://dcscc.com/</a>  <br />\u5c97\u4f4d\uff1a\u9ad8\u7ea7\u667a\u80fd\u5408\u7ea6\u5de5\u7a0b\u5e08 / Senior Smart Contract Engineer  <br />\u5730\u70b9\uff1aRemote \uff0c\u4f18\u5148\u4e0a\u6d77 / \u65b0\u52a0\u5761\u65f6\u533a\u91cd\u53e0\uff0c\u4f18\u79c0\u5019\u9009\u4eba\u53ef\u653e\u5bbd  <br />\u85aa\u8d44\uff1a\u9762\u8bae  <br />\u7533\u8bf7\uff1a\u8bf7\u5c06\u7b80\u5386\u3001GitHub \u3001\u94fe\u4e0a\u9879\u76ee / \u5ba1\u8ba1 / DeFi / \u652f\u4ed8\u76f8\u5173\u4f5c\u54c1\u94fe\u63a5\u53d1\u9001\u81f3 harris.han@dcsserv.com<br /><br />## \u5c97\u4f4d\u65b9\u5411<br />\u6211\u4eec\u662f\u4e00\u5bb6\u4e13\u6ce8\u91d1\u878d\u652f\u4ed8 + Web3 \u7684\u516c\u53f8\uff0c\u6b63\u5728\u62bc\u6ce8 AI Agent \u00d7 \u94fe\u4e0a\u652f\u4ed8\u65b9\u5411\u3002\u8fd9\u4e2a\u5c97\u4f4d\u4f1a\u8d1f\u8d23\u8bbe\u8ba1\u548c\u843d\u5730\u652f\u6491 AI Agent \u81ea\u4e3b\u652f\u4ed8\u7684\u94fe\u4e0a\u5408\u7ea6\u4e0e\u534f\u8bae\u96c6\u6210\u3002<br /><br />\u4f60\u4f1a\u56f4\u7ed5\u7a33\u5b9a\u5e01\u7ed3\u7b97\u3001\u94fe\u4e0a\u6388\u6743\u3001Agent \u8eab\u4efd\u4e0e\u53ef\u4fe1\u4ea4\u6613\u7b49\u573a\u666f\uff0c\u7f16\u5199\u5b89\u5168\u3001\u9ad8\u6548\u3001\u53ef\u5ba1\u8ba1\u7684 Solidity \u5408\u7ea6\uff0c\u5e76\u63a5\u5165\u6b63\u5728\u5f62\u6210\u7684 agentic payment \u534f\u8bae\u751f\u6001\uff0c\u4f8b\u5982 x402 / AP2 / ERC-8004 \u3002<br /><br />\u8d44\u91d1\u5b89\u5168\u662f\u5e95\u7ebf\u3002\u8fd9\u4e2a\u5c97\u4f4d\u7684\u5408\u7ea6\u4f1a\u627f\u8f7d\u771f\u5b9e\u8d44\u91d1\u6d41\uff0c\u4ee3\u7801\u8d28\u91cf\u3001\u5ba1\u8ba1\u610f\u8bc6\u548c\u7ebf\u4e0a\u98ce\u9669\u654f\u611f\u5ea6\u662f\u7b2c\u4e00\u4f18\u5148\u7ea7\u3002<br /><br />## \u4e3b\u8981\u5de5\u4f5c<br />- \u8bbe\u8ba1\u3001\u5f00\u53d1\u3001\u6d4b\u8bd5\u6838\u5fc3\u652f\u4ed8\u7c7b\u667a\u80fd\u5408\u7ea6\uff1a\u7a33\u5b9a\u5e01\u7ed3\u7b97\u3001\u6258\u7ba1 / \u6e05\u7b97\u3001\u94fe\u4e0a\u6388\u6743\u3001\u8ba2\u9605 / \u8ba1\u8d39\u7b49\u3002<br />- \u7f16\u5199\u9ad8\u8d28\u91cf\u3001Gas \u9ad8\u6548\u3001\u53ef\u5ba1\u8ba1\u7684 Solidity \u4ee3\u7801\uff0c\u6c89\u6dc0\u53ef\u590d\u7528\u7ec4\u4ef6\u4e0e\u89c4\u8303\u3002<br />- \u505a\u597d\u5e38\u89c1\u5b89\u5168\u95ee\u9898\u9632\u62a4\u4e0e\u81ea\u67e5\uff1a\u91cd\u5165\u3001\u6743\u9650\u8d8a\u754c\u3001\u6574\u6570\u95ee\u9898\u3001\u5347\u7ea7\u98ce\u9669\u7b49\u3002<br />- \u4e3b\u5bfc\u6216\u914d\u5408\u5185\u5916\u90e8\u5408\u7ea6\u5ba1\u8ba1\uff0c\u8ddf\u8fdb\u95ee\u9898\u4fee\u590d\u4e0e\u56de\u5f52\u3002<br />- \u5bf9\u63a5 x402 \u3001AP2 \u3001ERC-8004 \u7b49 agentic payment \u534f\u8bae\u6808\u3002<br />- \u5b9e\u73b0 AI Agent \u7684\u94fe\u4e0a\u8eab\u4efd\u3001\u652f\u4ed8\u6388\u6743\u4e0e\u7a33\u5b9a\u5e01\u7ed3\u7b97\u95ed\u73af\u3002<br />- \u53c2\u4e0e\u7a33\u5b9a\u5e01\u652f\u4ed8\u8f68\u9053\u3001\u6279\u91cf\u7ed3\u7b97\u3001Gas \u4f18\u5316\u3001\u591a\u94fe / L2 \u9002\u914d\u7b49\u57fa\u7840\u8bbe\u65bd\u5efa\u8bbe\u3002<br /><br />## \u6211\u4eec\u5e0c\u671b\u4f60<br />- 3-5 \u5e74\u667a\u80fd\u5408\u7ea6 / \u533a\u5757\u94fe\u5f00\u53d1\u7ecf\u9a8c\uff0c\u7cbe\u901a Solidity \uff0c\u6709\u4e0a\u7ebf\u9879\u76ee\u7ecf\u9a8c\uff1b\u4f18\u79c0\u8005\u53ef\u653e\u5bbd\u3002<br />- \u6df1\u5165\u7406\u89e3 EVM \u8fd0\u884c\u673a\u5236\u4e0e Gas \u4f18\u5316\uff0c\u719f\u6089 Foundry / Hardhat \u3002<br />- \u6709\u5f3a\u70c8\u5408\u7ea6\u5b89\u5168\u610f\u8bc6\uff0c\u719f\u6089\u5e38\u89c1\u6f0f\u6d1e\u548c\u5ba1\u8ba1\u6d41\u7a0b\u3002<br />- \u719f\u6089\u81f3\u5c11\u4e00\u6761\u4e3b\u6d41 EVM \u94fe\u53ca\u751f\u6001\uff0c\u4f8b\u5982 Ethereum / L2 / Base / BNB Chain \u3002<br />- \u6709\u7a33\u5b9a\u5e01\u3001\u652f\u4ed8\u3001DeFi \u6216\u6e05\u7ed3\u7b97\u76f8\u5173\u94fe\u4e0a\u5f00\u53d1\u7ecf\u9a8c\u3002<br />- \u5bf9\u8d44\u91d1\u5b89\u5168\u548c\u7ebf\u4e0a\u98ce\u9669\u9ad8\u5ea6\u654f\u611f\uff0c\u6709 owner \u610f\u8bc6\u3002<br /><br />## \u52a0\u5206\u9879<br />- \u719f\u6089\u6216\u5b9e\u64cd\u8fc7 x402 \u3001AP2 \u3001MPP \u3001ERC-8004 \u3002<br />- \u6709\u5408\u7ea6\u5ba1\u8ba1 / \u5f62\u5f0f\u5316\u9a8c\u8bc1\u7ecf\u9a8c\uff0c\u4f8b\u5982 Certora \u3001Slither \u3001Echidna \u3002<br />- \u6709\u7a33\u5b9a\u5e01\u652f\u4ed8\u3001\u8de8\u94fe\u7ed3\u7b97\u3001\u8d26\u6237\u62bd\u8c61 ERC-4337 \u5b9e\u6218\u7ecf\u9a8c\u3002<br />- \u719f\u6089 AI Agent / MCP / A2A \u7b49 Agent \u6280\u672f\u6808\u3002<br />- \u638c\u63e1 Rust / Move \u7b49\u975e EVM \u5408\u7ea6\u8bed\u8a00\u3002<br />- \u6709\u91d1\u878d\u3001\u652f\u4ed8\u884c\u4e1a\u80cc\u666f\uff0c\u7406\u89e3\u5408\u89c4\u548c\u8d44\u91d1\u5b89\u5168\u8981\u6c42\u3002<br /><br />\u5982\u679c\u4f60\u6216\u8eab\u8fb9\u670b\u53cb\u5408\u9002\uff0c\u6b22\u8fce\u76f4\u63a5\u90ae\u4ef6\u8054\u7cfb\uff1a harris.han@dcsserv.com", 
      "date_published": "2026-06-17T08:05:23+00:00", 
      "title": "[\u8fdc\u7a0b][Web3/\u652f\u4ed8] DCS Card Centre \u62db\u9ad8\u7ea7\u667a\u80fd\u5408\u7ea6\u5de5\u7a0b\u5e08\uff0c AI Agent \u00d7 \u94fe\u4e0a\u652f\u4ed8\u65b9\u5411", 
      "id": "https://www.v2ex.com/t/1221099"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/Uki99", 
        "name": "Uki99", 
        "avatar": "https://cdn.v2ex.com/gravatar/476ab6357057b314b7b4b789d77e794d?s=73&d=retro"
      }, 
      "url": "https://www.v2ex.com/t/1220841", 
      "date_modified": "2026-06-17T00:33:43+00:00", 
      "content_html": "\u5c97\u4f4d\u804c\u8d23\uff1a<br />1 \u3001\u4e3b\u5bfc Agent \u521b\u65b0\u4ea7\u54c1\u7684\u63a2\u7d22\u4e0e\u5b75\u5316<br />\u4e3b\u52a8\u8ddf\u8e2a AI Agent \u9886\u57df\u7684\u524d\u6cbf\u8fdb\u5c55\u2014\u2014\u5305\u62ec\u4f46\u4e0d\u9650\u4e8e MCP/A2A \u4e92\u64cd\u4f5c\u534f\u8bae\u3001Deep Research Agent \u3001Agentic Coding \u8303\u5f0f\uff08\u5982 Anthropic Claude Code \u7684\u8bbe\u8ba1\u54f2\u5b66\uff09\u3001Skills \u53ef\u7ec4\u5408\u67b6\u6784\uff08\u5982 OpenClaw/OpenHands \u7684 Skills \u6a21\u5f0f\uff09\u3001\u591a Agent \u534f\u4f5c\u7cfb\u7edf\u3001\u63a8\u7406\u6a21\u578b\u9a71\u52a8\u7684 Agent \u7b49\u6700\u65b0\u6280\u672f\u8303\u5f0f\u2014\u2014\u7ed3\u5408\u865a\u62df\u8d27\u5e01\u9886\u57df\u7684\u4e1a\u52a1\u573a\u666f\uff0c\u81ea\u4e3b\u53d1\u8d77\u521b\u65b0\u4ea7\u54c1\u7684\u6784\u601d\u3001\u53ef\u884c\u6027\u9a8c\u8bc1\u4e0e\u539f\u578b\u642d\u5efa\u3002\u6211\u4eec\u671f\u671b\u4f60\u662f\u4e00\u4e2a\u4e3b\u52a8\u5b9a\u4e49\u95ee\u9898\u7684\u4eba\uff0c\u800c\u975e\u7b49\u5f85\u9700\u6c42\u8f93\u5165\u3002<br />2 \u3001\u8d1f\u8d23 Agent \u7cfb\u7edf\u7684\u7b97\u6cd5\u8bbe\u8ba1\u4e0e\u89c4\u6a21\u5316\u843d\u5730<br />\u8bbe\u8ba1\u5e76\u5b9e\u73b0\u9762\u5411\u865a\u62df\u8d27\u5e01\u94fe\u4e0a\u8d44\u4ea7\u5206\u6790\u3001\u4ea4\u6613\u51b3\u7b56\u8f85\u52a9\u3001\u6df1\u5ea6\u7814\u7a76\u4e0e\u4fe1\u606f\u805a\u5408\u7b49\u573a\u666f\u7684 Agent \u7b97\u6cd5\u65b9\u6848\uff0c\u6db5\u76d6\u4ee5\u4e0b\u6838\u5fc3\u6a21\u5757\uff1a<br />\u4efb\u52a1\u89c4\u5212\u4e0e\u6df1\u5ea6\u63a8\u7406\uff08 Planning &amp; Extended Thinking \uff09\uff1a\u53c2\u8003 Anthropic Agentic Coding \u4e2d\"\"\u5148\u6df1\u5ea6\u601d\u8003\u518d\u884c\u52a8\"\"\u7684\u8bbe\u8ba1\u54f2\u5b66\uff0c\u7ed3\u5408 Deep Research Agent \u7684\u81ea\u9002\u5e94\u641c\u7d22\u89c4\u5212\u8303\u5f0f\uff0c\u5b9e\u73b0 Agent \u5bf9\u590d\u6742\u91d1\u878d\u4efb\u52a1\u7684\u81ea\u4e3b\u62c6\u89e3\u3001\u5145\u5206\u63a8\u7406\u4e0e\u591a\u6b65\u6267\u884c\uff1b<br />\u6280\u80fd\u62bd\u8c61\u4e0e\u53ef\u7ec4\u5408\u67b6\u6784\uff08 Skills Composition \uff09\uff1a\u501f\u9274 OpenClaw \u7684 Skills \u6a21\u5f0f\uff0c\u5c06\u94fe\u4e0a\u6570\u636e\u67e5\u8be2\u3001K \u7ebf\u6280\u672f\u5206\u6790\u3001\u5408\u7ea6\u98ce\u9669\u5ba1\u8ba1\u3001\u8206\u60c5\u76d1\u63a7\u3001\u4ea4\u6613\u7b56\u7565\u6267\u884c\u7b49\u80fd\u529b\u5c01\u88c5\u4e3a\u6807\u51c6\u5316\u3001\u53ef\u590d\u7528\u7684 Skill \u6a21\u5757\uff0c\u652f\u6301 Agent \u6839\u636e\u4efb\u52a1\u52a8\u6001\u9009\u62e9\u4e0e\u7f16\u6392 Skills \uff0c\u5e76\u6301\u7eed\u6c89\u6dc0\u65b0\u7684 Skill \u4ee5\u5b9e\u73b0\u80fd\u529b\u8fdb\u5316\uff1b<br />\u5de5\u5177\u8c03\u7528\u7f16\u6392\uff08 Tool-use Orchestration \uff09\uff1a\u57fa\u4e8e MCP \u534f\u8bae\u7b49\u6807\u51c6\uff0c\u5b9e\u73b0 Agent \u4e0e\u94fe\u4e0a\u6570\u636e\u6e90\u3001\u884c\u60c5\u63a5\u53e3\u3001DeFi \u534f\u8bae\u3001\u5206\u6790\u5de5\u5177\u7684\u6807\u51c6\u5316\u5bf9\u63a5\uff1b<br />\u591a Agent \u534f\u4f5c\uff08 Multi-Agent Collaboration \uff09\uff1a\u501f\u9274 A2A \u534f\u8bae\u601d\u60f3\uff0c\u6784\u5efa\u591a Agent \u534f\u540c\u5de5\u4f5c\u6d41\uff0c\u652f\u6301\u7814\u7a76 Agent \u3001\u4ea4\u6613 Agent \u3001\u98ce\u63a7 Agent \u7b49\u89d2\u8272\u7684\u52a8\u6001\u7f16\u6392\u4e0e\u901a\u4fe1\uff1b<br />\u8fed\u4ee3\u81ea\u6211\u9a8c\u8bc1\u4e0e\u7ea0\u9519\uff08 Iterative Self-Refinement \uff09\uff1a\u6df1\u5ea6\u501f\u9274 Anthropic Claude Code \u7684\"\"\u6267\u884c\u2192\u9a8c\u8bc1\u2192\u4fee\u6b63\"\"\u95ed\u73af\u673a\u5236\uff0c\u6784\u5efa Agent \u5728\u91d1\u878d\u51b3\u7b56\u573a\u666f\u4e2d\u7684\u81ea\u4e3b\u9a8c\u8bc1\u4e0e\u8fed\u4ee3\u4f18\u5316\u80fd\u529b\uff0c\u786e\u4fdd\u8f93\u51fa\u7684\u53ef\u9760\u6027\u4e0e\u51c6\u786e\u6027\uff1b<br />\u73af\u5883\u81ea\u4e3b\u63a2\u7d22\u4e0e\u4e0a\u4e0b\u6587\u6784\u5efa\uff1a\u53c2\u8003 Agentic Coding \u4e2d Agent \u81ea\u4e3b\u63a2\u7d22\u4ee3\u7801\u4ed3\u5e93\u7684\u8303\u5f0f\uff0c\u5b9e\u73b0 Agent \u5bf9\u94fe\u4e0a\u751f\u6001\u3001\u5e02\u573a\u73af\u5883\u7684\u4e3b\u52a8\u611f\u77e5\u4e0e\u5168\u5c40\u7406\u89e3\uff0c\u51cf\u5c11\u5bf9\u4eba\u5de5\u4fe1\u606f\u5582\u5165\u7684\u4f9d\u8d56\uff1b<br />\u957f\u671f\u8bb0\u5fc6\u4e0e\u77e5\u8bc6\u79ef\u7d2f\uff1a\u652f\u6301 Agent \u5bf9\u957f\u5468\u671f\u5e02\u573a\u4fe1\u606f\u7684\u6301\u7eed\u8ddf\u8e2a\u3001\u7ecf\u9a8c\u6c89\u6dc0\u4e0e\u77e5\u8bc6\u7ba1\u7406\u3002<br />\u63a8\u52a8\u4ece\u6982\u5ff5\u9a8c\u8bc1\uff08 PoC \uff09\u5230\u751f\u4ea7\u7ea7\u7cfb\u7edf\u7684\u5b8c\u6574\u95ed\u73af\u3002<br />3 \u3001\u6784\u5efa Agent \u8bc4\u4f30\u4e0e\u6301\u7eed\u4f18\u5316\u4f53\u7cfb<br />\u5f15\u5165\u5e76\u5b9a\u5236 Agent Harness \u7c7b\u8bc4\u6d4b\u6846\u67b6\uff08\u53c2\u8003 SWE-bench \u3001AgentBench \u3001TAU-bench \u7b49\u4e1a\u754c\u5b9e\u8df5\uff09\uff0c\u5efa\u7acb\u9762\u5411\u865a\u62df\u8d27\u5e01 Agent \u4ea7\u54c1\u7684\u6807\u51c6\u5316\u8bc4\u6d4b\u4f53\u7cfb\uff0c\u8bbe\u8ba1\u6db5\u76d6\u4ee5\u4e0b\u7ef4\u5ea6\u7684\u8bc4\u6d4b\u6307\u6807\u4e0e Benchmark\uff1a<br />\u7aef\u5230\u7aef\u4efb\u52a1\u5b8c\u6210\u7387<br />\u5de5\u5177\u8c03\u7528\u51c6\u786e\u7387\u4e0e Skill \u7ec4\u5408\u5408\u7406\u6027<br />\u591a\u6b65\u63a8\u7406\u6210\u529f\u7387\u4e0e\u89c4\u5212\u8d28\u91cf<br />\u81ea\u6211\u7ea0\u9519\u4e0e\u5bb9\u9519\u56de\u9000\u80fd\u529b<br />\u5b89\u5168\u8fb9\u754c\u9075\u5b88\u7387<br />\u901a\u8fc7\u6570\u636e\u9a71\u52a8\u7684\u65b9\u5f0f\u6301\u7eed\u8fed\u4ee3\u7b97\u6cd5\u7b56\u7565\uff0c\u786e\u4fdd Agent \u5728\u771f\u5b9e\u4e1a\u52a1\u573a\u666f\u4e2d\u7684\u53ef\u9760\u6027\u4e0e\u7528\u6237\u4f53\u9a8c\u3002<br />4 \u3001\u9a71\u52a8\u8de8\u804c\u80fd\u534f\u4f5c\u4e0e\u8d44\u6e90\u6574\u5408<br />\u4f5c\u4e3a\u7b97\u6cd5\u4fa7\u7684\u6838\u5fc3\u9a71\u52a8\u8005\uff0c\u4e3b\u52a8\u62c9\u901a\u6570\u636e\u3001\u5de5\u7a0b\u3001\u524d\u540e\u7aef\u3001\u6d4b\u8bd5\u7b49\u8d44\u6e90\uff0c\u63a8\u52a8\u9879\u76ee\u9ad8\u6548\u534f\u4f5c\u3002\u4e0e\u4ea7\u54c1\u3001\u4e1a\u52a1\u56e2\u961f\u6df1\u5ea6\u914d\u5408\uff0c\u5c06\u4e1a\u52a1\u6d1e\u5bdf\u8f6c\u5316\u4e3a\u6280\u672f\u65b9\u6848\uff0c\u6839\u636e\u5e02\u573a\u53cd\u9988\u5feb\u901f\u8c03\u6574\u8fed\u4ee3\uff0c\u63d0\u5347\u4ea7\u54c1\u7ade\u4e89\u529b\u3002<br />5 \u3001\u6280\u672f\u524d\u77bb\u4e0e\u77e5\u8bc6\u6c89\u6dc0<br />\u6301\u7eed\u5173\u6ce8 OpenAI \u3001Anthropic \u3001Google DeepMind \u3001\u5f00\u6e90\u793e\u533a\uff08 OpenClaw/OpenHands \u7b49\uff09\u5728 Agent \u67b6\u6784\u3001\u63a8\u7406\u6a21\u578b\u3001\u4e92\u64cd\u4f5c\u534f\u8bae\u3001Skills \u53ef\u7ec4\u5408\u8303\u5f0f\u3001Agentic Coding \u7b49\u65b9\u5411\u7684\u6700\u65b0\u7814\u7a76\u4e0e\u5de5\u7a0b\u5b9e\u8df5\uff0c\u4e3b\u52a8\u8f93\u51fa\u6280\u672f\u8c03\u7814\u62a5\u544a\u3001\u7ade\u54c1\u5206\u6790\u4e0e\u53ef\u884c\u6027\u65b9\u6848\uff0c\u4e3a\u56e2\u961f\u6280\u672f\u8def\u7ebf\u51b3\u7b56\u63d0\u4f9b\u4f9d\u636e\u3002<br /><br />\u4efb\u804c\u8981\u6c42\uff1a<br />1 \u3001 \u7855\u58eb\u53ca\u4ee5\u4e0a\u5b66\u5386\uff0c\u8ba1\u7b97\u673a\u79d1\u5b66\u3001\u4eba\u5de5\u667a\u80fd\u3001\u91d1\u878d\u5de5\u7a0b\u3001\u533a\u5757\u94fe\u7b49\u76f8\u5173\u4e13\u4e1a\uff1b<br />2 \u3001 \u826f\u597d\u7684\u82f1\u6587\u6c9f\u901a\u80fd\u529b\uff0c\u80fd\u5feb\u901f\u9605\u8bfb\u3001\u7406\u89e3\u5e76\u63d0\u70bc\u82f1\u6587\u524d\u6cbf\u6280\u672f\u6587\u732e\u3001\u5f00\u6e90\u9879\u76ee\u6587\u6863\u4e0e\u534f\u8bae\u89c4\u8303\uff1b<br />3 \u3001 \u719f\u6089\u4e3b\u6d41 Agent \u6846\u67b6\u4e0e\u751f\u6001\uff08\u5982 LangChain/LangGraph \u3001CrewAI \u3001AutoGen \u3001OpenAI Agents SDK \u3001OpenClaw/OpenHands \u3001Dify \u7b49\uff09\uff0c\u4e86\u89e3 MCP/A2A \u7b49\u65b0\u5174\u4e92\u64cd\u4f5c\u534f\u8bae\u4e0e Skills \u53ef\u7ec4\u5408\u67b6\u6784\uff0c\u6709\u57fa\u4e8e\u4e0a\u8ff0\u6846\u67b6\u6210\u529f\u843d\u5730 Agent \u5e94\u7528\u7684\u7ecf\u9a8c\uff1b<br />4 \u3001 \u7cbe\u901a Python \u7f16\u7a0b\uff0c\u719f\u7ec3\u638c\u63e1\u81f3\u5c11\u4e00\u79cd\u6df1\u5ea6\u5b66\u4e60\u6846\u67b6\uff08\u5982 PyTorch \u3001TensorFlow \uff09\u6216\u673a\u5668\u5b66\u4e60\u5e93\uff08\u5982 Scikit-learn \uff09\uff0c\u5177\u5907 Prompt Engineering \u3001RAG \u3001Fine-tuning \u3001\u591a\u8f6e\u5bf9\u8bdd\u7ba1\u7406\u7b49 LLM \u5e94\u7528\u5c42\u6838\u5fc3\u6280\u80fd\uff0c\u80fd\u72ec\u7acb\u5b8c\u6210\u4ece\u7b97\u6cd5\u8bbe\u8ba1\u5230\u5de5\u7a0b\u90e8\u7f72\u7684\u5168\u6d41\u7a0b\uff1b<br />5 \u3001 \u5177\u5907\u624e\u5b9e\u7684\u4ee3\u7801\u5de5\u7a0b\u80fd\u529b\u4e0e\u7cfb\u7edf\u8bbe\u8ba1\u80fd\u529b\uff0c\u80fd\u7f16\u5199\u9ad8\u6548\u3001\u53ef\u7ef4\u62a4\u3001\u53ef\u6269\u5c55\u7684\u4ee3\u7801\uff0c\u719f\u6089 Git \u7b49\u7248\u672c\u63a7\u5236\u5de5\u5177\u4e0e\u534f\u4f5c\u5f00\u53d1\u6d41\u7a0b\uff1b<br />6 \u3001 \u5728\u56fd\u5185\u5916\u77e5\u540d\u5b66\u672f\u4f1a\u8bae\u6216\u671f\u520a\u4e0a\u53d1\u8868\u8fc7\u76f8\u5173\u9886\u57df\u8bba\u6587\u8005\u4f18\u5148\uff0c\u6216\u5728 Kaggle \u7b49\u7ade\u8d5b\u5e73\u53f0\u53d6\u5f97\u4f18\u5f02\u6210\u7ee9\u8005\u4f18\u5148\uff1b<br />7 \u3001 \u5177\u5907\u826f\u597d\u7684\u56e2\u961f\u534f\u4f5c\u7cbe\u795e\u4e0e\u6c9f\u901a\u80fd\u529b\uff0c\u80fd\u4e0e\u4e0d\u540c\u80cc\u666f\u7684\u4eba\u5458\u9ad8\u6548\u5408\u4f5c\uff0c\u5584\u4e8e\u5c06\u6a21\u7cca\u7684\u4e1a\u52a1\u9700\u6c42\u62bd\u8c61\u4e3a\u6e05\u6670\u7684\u6280\u672f\u95ee\u9898\u5e76\u63a8\u52a8\u89e3\u51b3\u3002<br /><br />\u52a0\u5206\u9879\ufeff<br />1 \u3001 \u719f\u6089 Web3 \u3001\u533a\u5757\u94fe\u3001DeFi \u3001\u865a\u62df\u8d27\u5e01\u7b49\u9886\u57df\u7684\u6838\u5fc3\u6982\u5ff5\u4e0e\u4e1a\u52a1\u903b\u8f91\uff0c\u6709\u81f3\u5c11 3 \u5e74\u80a1\u7968\u3001\u671f\u8d27\u3001\u865a\u62df\u8d27\u5e01\u7b49\u76f8\u5173\u884c\u4e1a\u5de5\u4f5c\u7ecf\u5386\uff0c\u6216\u6709\u5b9e\u9645\u4eba\u5de5\u4ea4\u6613/\u91cf\u5316\u4ea4\u6613\u7ecf\u9a8c\uff1b<br />2 \u3001 \u6709\u4ece 0 \u5230 1 \u72ec\u7acb\u5b75\u5316 AI Agent \u4ea7\u54c1\u7684\u7ecf\u5386\uff0c\u719f\u6089 Anthropic Agentic Coding \u6216\u7c7b\u4f3c\"\"Agent \u81ea\u4e3b\u5b8c\u6210\u7aef\u5230\u7aef\u4efb\u52a1\"\"\u7684\u4ea7\u54c1\u7814\u53d1\u601d\u8def\uff0c\u5177\u5907\u5f3a\u70c8\u7684\u4ea7\u54c1\u611f\u77e5\u529b\u548c\u4e1a\u52a1\u654f\u611f\u5ea6\uff1b<br />3 \u3001 \u6709 Agent \u80fd\u529b\u6a21\u5757\u5316\u3001Skill \u5c01\u88c5\u4e0e\u7f16\u6392\u7684\u5de5\u7a0b\u5b9e\u8df5\u7ecf\u9a8c\uff0c\u7406\u89e3\u53ef\u7ec4\u5408 Agent \u67b6\u6784\u7684\u8bbe\u8ba1\u7406\u5ff5\uff1b<br />4 \u3001 \u6709\u6784\u5efa Agent \u8bc4\u6d4b\u4f53\u7cfb\uff08 Agent Harness/Benchmark \uff09\u7684\u7ecf\u9a8c\uff0c\u4e86\u89e3\u5982\u4f55\u79d1\u5b66\u8861\u91cf Agent \u7684\u80fd\u529b\u8fb9\u754c\u4e0e\u6539\u8fdb\u65b9\u5411\uff1b<br />5 \u3001 \u5bf9 AI \u5728\u91d1\u878d\u79d1\u6280\u9886\u57df\u7684\u5e94\u7528\u8d8b\u52bf\u6709\u6df1\u5165\u601d\u8003\uff0c\u80fd\u524d\u77bb\u6027\u5730\u63d0\u51fa\u521b\u65b0\u65b9\u5411\u5e76\u4e3b\u52a8\u9a8c\u8bc1\u53ef\u884c\u6027\uff1b<br />6 \u3001 \u5177\u5907 Builder \u5fc3\u6001\u2014\u2014\u4e0d\u6ee1\u8db3\u4e8e\u5b8c\u6210\u5206\u914d\u7684\u4efb\u52a1\uff0c\u800c\u662f\u6301\u7eed\u4e3b\u52a8\u5bfb\u627e\u9ad8\u4ef7\u503c\u95ee\u9898\u3001\u5b9a\u4e49\u89e3\u51b3\u65b9\u6848\u5e76\u63a8\u52a8\u843d\u5730\u3002<br /><br />\u6295\u9012\u8bf7\u8054\u7cfb<br />VX1: Bellafafa_<br />VX2: 1424983319<br /><br />TG1: @<a target=\"_blank\" href=\"/member/fuseiijiang\" rel=\"nofollow noopener\">fuseiijiang</a><br />TG2: @<a target=\"_blank\" href=\"/member/Ellen9987\" rel=\"nofollow noopener\">Ellen9987</a>", 
      "date_published": "2026-06-16T07:43:33+00:00", 
      "title": "\u6025\u62db\uff1a Agent \u521b\u65b0\u5e94\u7528\u7b97\u6cd5\u5de5\u7a0b\u5e08-\u8fdc\u7a0b\u529e\u516c", 
      "id": "https://www.v2ex.com/t/1220841"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/327298458", 
        "name": "327298458", 
        "avatar": "https://cdn.v2ex.com/avatar/88cf/908a/402096_large.png?m=1772432196"
      }, 
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        "url": "https://www.v2ex.com/member/amberGuo", 
        "name": "amberGuo", 
        "avatar": "https://cdn.v2ex.com/avatar/6e5e/8676/636104_large.png?m=1764665930"
      }, 
      "url": "https://www.v2ex.com/t/1217384", 
      "date_modified": "2026-06-03T00:18:30+00:00", 
      "content_html": "<p>\u6211\u4eec\u6b63\u5728\u62db\u8058\u4e00\u4f4d Product Designer / UIUX Designer \uff0c\u53c2\u4e0e\u8bbe\u8ba1\u9762\u5411\u94fe\u4e0a\u4ea4\u6613\u573a\u666f\u7684 AI-powered trading terminal \u3002</p>\n<p>\u4f60\u5c06\u8d1f\u8d23\u4ea4\u6613\u9875\u9762\u3001\u5e02\u573a\u8be6\u60c5\u9875\u3001Signal \u9875\u9762\u3001\u6570\u636e\u770b\u677f\u3001AI \u5206\u6790\u6a21\u5757\u7b49\u6838\u5fc3\u4ea7\u54c1\u4f53\u9a8c\u8bbe\u8ba1\uff0c\u628a\u590d\u6742\u7684\u5e02\u573a\u4fe1\u606f\u3001\u4ea4\u6613\u6570\u636e\u548c AI \u5206\u6790\u7ed3\u679c\uff0c\u7ec4\u7ec7\u6210\u6e05\u6670\u3001\u4e13\u4e1a\u3001\u53ef\u64cd\u4f5c\u7684\u4ea7\u54c1\u754c\u9762\u3002</p>\n<p>\u6211\u4eec\u5e0c\u671b\u4f60\u5177\u5907\u8f83\u597d\u7684 Figma 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\u5de5\u5177\u662f\u52a0\u5206\u9879\u3002</p>\n<p>\u6295\u9012\u8bf7\u9644\u4f5c\u54c1\u96c6\uff0c\u6211\u4eec\u4f1a\u91cd\u70b9\u5173\u6ce8\u590d\u6742\u4ea7\u54c1\u8bbe\u8ba1\u80fd\u529b\u3001\u4fe1\u606f\u5c42\u7ea7\u3001\u4ea4\u4e92\u903b\u8f91\u548c\u89c6\u89c9\u98ce\u683c\u3002\n\u80cc\u666f\u8981\u6c42\uff1a\u82f1\u6587\u53ef\u4ee5\u4f5c\u4e3a\u5de5\u4f5c\u8bed\u8a00\uff08\u6d41\u5229\u8bfb\u5199\u4ee5\u4e0a\u6c34\u5e73\uff09\uff0c\u672c\u79d1\u4ee5\u4e0a\u5b66\u5386\u3002\u5fc5\u987b\u6df1\u5165\u4e86\u89e3 AI \u5de5\u5177\u53ca\u4f7f\u7528\u3002</p>\n<p>\u4e00\u3001\u516c\u53f8\u7b80\u4ecb</p>\n<p>SmartX \u662f\u4e13\u4e3a\u9884\u6d4b\u5e02\u573a\u6253\u9020\u7684\u667a\u80fd\u4ea4\u6613\u7ec8\u7aef\u3002\u5b83\u5c06\u539f\u59cb\u5e02\u573a\u884c\u4e3a\u8f6c\u5316\u4e3a\u6e05\u6670\u4fe1\u53f7\uff0c\u52a9\u529b\u4ea4\u6613\u8005\u8bc6\u522b\u5e02\u573a\u9a71\u52a8\u56e0\u7d20\u3001\u628a\u63e1\u6f5c\u5728\u673a\u9047\u3002\u5176\u521b\u59cb\u56e2\u961f\u62e5\u6709\u9876\u7ea7\u9879\u76ee\u6210\u529f\u7ecf\u9a8c\uff0c\u76f8\u5173\u9879\u76ee\u66fe\u767b\u9646\u5e01\u5b89\u3001\u6b27\u6613\u7b49\u4e3b\u6d41\u4ea4\u6613\u6240\uff0c\u5386\u53f2\u5e02\u503c\u9ad8\u8fbe\u6570\u4ebf\u7f8e\u5143\u3002\u4f9d\u6258\u8d44\u6df1\u884c\u4e1a\u7ecf\u9a8c\u4e0e\u524d\u6cbf\u5de5\u5177\uff0cSmartX \u4e3a\u9884\u6d4b\u5e02\u573a\u4ea4\u6613\u8005\u63d0\u4f9b\u53ef\u843d\u5730\u7684\u4ea4\u6613\u6d1e\u5bdf\u3002</p>\n<p>\u63a8\u7279\u4e3b\u9875\uff1a <a href=\"https://x.com/SmartXTerminal\" rel=\"nofollow\">https://x.com/SmartXTerminal</a></p>\n<p>\u8054\u7cfb\u65b9\u5f0f\uff1aTG\uff1a@AmberKuo_O \u6216\u90ae\u7bb1 <a href=\"mailto:amberkuo.work@gmail.com\">amberkuo.work@gmail.com</a></p>\n<p>\u9762\u8bd5\u6d41\u7a0b\uff1a \u5c06\u60a8\u7684\u7b80\u5386\u6295\u9012\u5230\u6211\u7684\u90ae\u7bb1\uff0c\uff08\u5199\u660e\u6295\u9012\u804c\u4f4d\uff0c\u7b80\u5355\u8bf4\u660e\u60a8\u7684\u5de5\u4f5c\u5c65\u5386\uff09\u30022-3 \u4e2a\u5de5\u4f5c\u65e5\u4f1a\u56de\u590d\u60a8\uff0c\u901a\u8fc7\u6280\u672f\u90e8\u95e8\u7b80\u5386\u7b5b\u9009\uff0c\u6211\u4f1a\u8054\u7cfb\u60a8\u5148\u8fdb\u884c\u7ebf\u4e0a\u6d4b\u8bd5\uff0c\u7136\u540e\u8fdb\u884c 2-3 \u8f6e\u7ebf\u4e0a\u9762\u8bd5\u3002</p>\n<p>[\u62db\u8058\uff5c Product Designer / UIUX Designer ] </p>\n<p>\u65b9\u5411\uff1aAI / Trading / Data Product / Crypto</p>\n<p>\u6211\u4eec\u6b63\u5728\u5bfb\u627e\u4e00\u4f4d\u5bf9 AI \u4ea7\u54c1\u3001\u4ea4\u6613\u5de5\u5177\u548c\u6570\u636e\u5206\u6790\u578b\u754c\u9762\u611f\u5174\u8da3\u7684\u4ea7\u54c1\u8bbe\u8ba1\u5e08\uff0c\u53c2\u4e0e\u8bbe\u8ba1\u9762\u5411\u9884\u6d4b\u5e02\u573a\u4e0e\u94fe\u4e0a\u4ea4\u6613\u573a\u666f\u7684 AI-powered trading terminal \u3002</p>\n<p>\u4f60\u5c06\u8d1f\u8d23 Web \u7aef\u53ca\u79fb\u52a8\u7aef\u7684\u6838\u5fc3\u4ea7\u54c1\u4f53\u9a8c\u8bbe\u8ba1\uff0c\u5305\u62ec\u4ea4\u6613\u9875\u9762\u3001\u5e02\u573a\u8be6\u60c5\u9875\u3001Signal \u9875\u9762\u3001\u6570\u636e\u770b\u677f\u3001AI \u5206\u6790\u6a21\u5757\u548c\u7528\u6237\u64cd\u4f5c\u6d41\u7a0b\u3002</p>\n<p>\u6211\u4eec\u5e0c\u671b\u4f60\u5177\u5907\u826f\u597d\u7684\u89c6\u89c9\u5ba1\u7f8e\u3001\u4ea7\u54c1\u7406\u89e3\u529b\u548c\u590d\u6742\u754c\u9762\u8bbe\u8ba1\u80fd\u529b\uff0c\u80fd\u591f\u628a\u591a\u6e90\u5e02\u573a\u4fe1\u606f\u3001\u4ea4\u6613\u6570\u636e\u548c AI \u5206\u6790\u7ed3\u679c\uff0c\u7ec4\u7ec7\u6210\u6e05\u6670\u3001\u4e13\u4e1a\u3001\u53ef\u64cd\u4f5c\u7684\u4ea7\u54c1\u754c\u9762\u3002\u540c\u65f6\uff0c\u4e5f\u5e0c\u671b\u4f60\u80fd\u53c2\u4e0e\u4ea7\u54c1\u54c1\u724c\u89c6\u89c9\u8d44\u4ea7\u5efa\u8bbe\uff0c\u5e76\u5728\u9700\u8981\u65f6\u652f\u6301\u8fd0\u8425\u4fa7\u7684\u89c6\u89c9\u5185\u5bb9\u8bbe\u8ba1\u3002</p>\n<p>[\u5c97\u4f4d\u804c\u8d23] </p>\n<ul>\n<li>\u8d1f\u8d23 Web \u7aef\u53ca\u79fb\u52a8\u7aef\u6838\u5fc3\u4ea7\u54c1 UI/UX \u8bbe\u8ba1\uff0c\u8986\u76d6\u4ea4\u6613\u7ec8\u7aef\u3001\u6570\u636e\u770b\u677f\u3001\u5e02\u573a\u8be6\u60c5\u9875\u3001Signal \u9875\u9762\u3001AI \u5206\u6790\u6a21\u5757\u7b49</li>\n<li>\u8bbe\u8ba1\u590d\u6742\u4fe1\u606f\u67b6\u6784\u4e0e\u7528\u6237\u64cd\u4f5c\u6d41\u7a0b\uff0c\u5c06\u5e02\u573a\u6570\u636e\u3001\u94fe\u4e0a\u6570\u636e\u3001\u4ea4\u6613\u4fe1\u606f\u548c AI \u5206\u6790\u7ed3\u679c\u8f6c\u5316\u4e3a\u6e05\u6670\u3001\u6613\u7406\u89e3\u3001\u53ef\u64cd\u4f5c\u7684\u754c\u9762</li>\n<li>\u53c2\u4e0e\u4ea7\u54c1\u89c6\u89c9\u4f53\u7cfb\u4e0e\u54c1\u724c\u8d44\u4ea7\u5efa\u8bbe\uff0c\u5305\u62ec\u7ec4\u4ef6\u7cfb\u7edf\u3001\u89c6\u89c9\u89c4\u8303\u3001\u5173\u952e\u9875\u9762\u98ce\u683c\u548c\u591a\u5e73\u53f0\u8bbe\u8ba1\u4e00\u81f4\u6027</li>\n<li>\u4e0e\u4ea7\u54c1\u3001\u5f00\u53d1\u3001\u8fd0\u8425\u56e2\u961f\u534f\u4f5c\uff0c\u63a8\u52a8\u8bbe\u8ba1\u65b9\u6848\u9ad8\u8d28\u91cf\u843d\u5730\uff0c\u5e76\u5728\u9700\u8981\u65f6\u652f\u6301 Demo \u89c6\u9891\u3001\u6d77\u62a5\u3001Deck \u7b49\u8fd0\u8425\u7269\u6599\u8bbe\u8ba1</li>\n</ul>\n<p>[\u4efb\u804c\u8981\u6c42] </p>\n<ul>\n<li>\u6709 2 \u5e74\u4ee5\u4e0a UI/UX \u6216\u4ea7\u54c1\u8bbe\u8ba1\u7ecf\u9a8c\uff0c\u6709\u5df2\u4e0a\u7ebf\u4ea7\u54c1\u6848\u4f8b\uff0c\u719f\u7ec3\u4f7f\u7528 Figma \uff0c\u5177\u5907\u7ec4\u4ef6\u5316\u548c\u8bbe\u8ba1\u4ea4\u4ed8\u80fd\u529b</li>\n<li>\u5177\u5907\u8f83\u597d\u7684\u89c6\u89c9\u5ba1\u7f8e\uff0c\u80fd\u8bbe\u8ba1\u504f\u79d1\u6280\u611f\u3001\u7845\u8c37\u98ce\u3001\u6570\u636e\u611f\u3001\u4e13\u4e1a\u611f\u7684\u4ea7\u54c1\u754c\u9762\uff0c\u5e76\u80fd\u6c89\u6dc0\u4e3a\u7a33\u5b9a\u7684\u89c6\u89c9\u8d44\u4ea7</li>\n<li>\u6709\u590d\u6742\u754c\u9762\u8bbe\u8ba1\u7ecf\u9a8c\uff0c\u4f8b\u5982 Dashboard \u3001\u6570\u636e\u770b\u677f\u3001\u4ea4\u6613\u5de5\u5177\u3001SaaS \u3001AI \u4ea7\u54c1\u3001\u91d1\u878d\u5de5\u5177\u7b49</li>\n<li>\u5bf9 AI \u5de5\u5177\u6709\u4f7f\u7528\u5174\u8da3\u6216\u5b9e\u8df5\u7ecf\u9a8c\uff0c\u4f8b\u5982 ChatGPT \u3001GPT Image \u3001Midjourney \u3001Cursor \u3001Codex \u3001Lovable \u3001v0 \u7b49</li>\n</ul>\n<p>[\u52a0\u5206\u9879] </p>\n<ul>\n<li>\u6709\u4ea4\u6613\u578b\u4ea7\u54c1\u7ecf\u9a8c\uff0c\u4f8b\u5982\u80a1\u7968\u3001Crypto \u3001\u9884\u6d4b\u5e02\u573a\u3001\u91cf\u5316\u5de5\u5177\u3001TradingView \u7c7b\u4ea7\u54c1\u3001\u94fe\u4e0a\u6570\u636e\u5e73\u53f0\u7b49</li>\n<li>\u6709 AI \u4ea7\u54c1\u8bbe\u8ba1\u7ecf\u9a8c\uff0c\u4f8b\u5982 AI Agent \u3001AI Copilot \u3001AI Search \u3001AI Report \u3001AI Workflow \u7b49</li>\n<li>\u719f\u6089\u6216\u613f\u610f\u5c1d\u8bd5 Codex / Cursor / Lovable / v0 \u7b49\u8bbe\u8ba1\u5230\u4ee3\u7801\u5de5\u5177</li>\n<li>\u4e86\u89e3 Crypto Trading \u3001DeFi \u3001\u94fe\u4e0a\u6570\u636e\u3001\u9884\u6d4b\u5e02\u573a\u6216\u94b1\u5305\u76f8\u5173\u4ea7\u54c1</li>\n</ul>\n<p>[\u4f5c\u54c1\u96c6\u8981\u6c42] </p>\n<p>\u6295\u9012\u8bf7\u9644\u4f5c\u54c1\u96c6\uff0c\u6211\u4eec\u4f1a\u91cd\u70b9\u5173\u6ce8\uff1a</p>\n<ul>\n<li>\u662f\u5426\u6709\u590d\u6742\u4ea7\u54c1\u754c\u9762\uff0c\u800c\u4e0d\u53ea\u662f\u5b98\u7f51\u3001Banner \u6216\u6d3b\u52a8\u9875</li>\n<li>\u662f\u5426\u80fd\u4f53\u73b0\u4fe1\u606f\u5c42\u7ea7\u3001\u4ea4\u4e92\u903b\u8f91\u548c\u8bbe\u8ba1\u601d\u8003</li>\n<li>\u662f\u5426\u6709\u6570\u636e\u5bc6\u96c6\u578b\u3001\u4ea4\u6613\u578b\u3001AI \u4ea7\u54c1\u6216\u5de5\u5177\u578b\u4ea7\u54c1\u7ecf\u9a8c</li>\n<li>\u662f\u5426\u5177\u5907\u4e13\u4e1a\u3001\u514b\u5236\u3001\u6709\u79d1\u6280\u611f\u7684\u89c6\u89c9\u98ce\u683c\uff0c\u4ee5\u53ca\u4e00\u5b9a\u7684\u54c1\u724c\u8d44\u4ea7\u8bbe\u8ba1\u80fd\u529b</li>\n</ul>\n", 
      "date_published": "2026-06-02T10:29:20+00:00", 
      "title": "[\u62db\u8058\uff5c\u8fdc\u7a0b\u5168\u804c\u5c97\u4f4d Product Designer / UIUX Designer] AI-powered trading terminal \u534e\u4eba\u56e2\u961f", 
      "id": "https://www.v2ex.com/t/1217384"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/lovis", 
        "name": "lovis", 
        "avatar": "https://cdn.v2ex.com/gravatar/4e263dfae36bc0fe2ec650d6f3210f84?s=73&d=retro"
      }, 
      "url": "https://www.v2ex.com/t/1217312", 
      "date_modified": "2026-06-02T06:28:34+00:00", 
      "content_html": "<p>\u521a\u5f00\u59cb\u505a<strong>\u8fdc\u7a0b\u5c9b</strong>\u7eaf\u7cb9\u662f\u81ea\u5df1\u7528\u7684\uff0c\u7136\u540e\u53d1\u7ed9\u670b\u53cb\u8bd5\u6c34\u3002</p>\n<p>\u5927\u5bb6\u53cd\u9988\u8fd8\u4e0d\u9519\uff0c\u4e0d\u50cf\u5f88\u591a\u7f51\u7ad9\uff0c\u5fc5\u987b\u8981\u6ce8\u518c\uff0c\u800c\u4e14\u5c97\u4f4d\u66f4\u65b0\u4e5f\u5f88\u9891\u7e41\u3002</p>\n<p>\u76ee\u524d\u7684\u7f3a\u70b9\u662f\uff0c\u5927\u90e8\u5206\u90fd\u662f IT \u7a0b\u5e8f\u5458\u9886\u57df\u7684\u3002</p>\n<p>\u4ece\u76ee\u524d\u7684\u6548\u679c\u770b\uff0c\u6709\u51e0\u4f4d\u670b\u53cb\u901a\u8fc7\u8fdc\u7a0b\u5c9b\u627e\u5230\u4e86\u8fdc\u7a0b\u5de5\u4f5c\u3002</p>\n<p>\u4ed6\u4eec\u90fd\u6709\u4e9b\u7279\u70b9\uff1a\u7ecf\u5e38\u5237\u770b\u5230\u5408\u9002\u5c31\u6295\uff0c\u8138\u76ae\u539a\uff0c\u82f1\u8bed\u6562\u8bf4\uff0c\u4e0d\u6015\u9762\u8bd5\uff08\u5176\u5b9e\u7ebf\u4e0a\u9762\u8bd5\u4e5f\u65e0\u6240\u8c13\uff09\u3002</p>\n<p>\u6709\u4e9b\u662f\u4ee5\u524d\u4e5f\u505a\u8fc7\u8fdc\u7a0b\u7684\uff0c\u6240\u4ee5\u76f8\u5bf9\u7b80\u5355\u4e00\u4e9b\u3002</p>\n<p>\u4e3b\u8981\u8fd8\u662f\u82f1\u8bed\u8981\u597d\u4e00\u70b9\uff0c\u81f3\u5c11\u80fd<strong>\u542c\u5f97\u61c2</strong>\u6562\u8bf4\u3002</p>\n<p>\u8001\u5b9e\u8bf4\uff0c\u867d\u7136\u7f51\u7ad9\u7f16\u7801\u5927\u90e8\u5206\u9760 AI \uff0c\u4f46\u662f\u5f88\u591a\u95ee\u9898\u3001\u7ec6\u8282\u3001\u4f18\u5316\u3001\u90e8\u7f72\u3001\u67b6\u6784\u8bbe\u8ba1\u3001\u5c55\u793a\u6548\u679c\u8fd8\u662f\u82b1\u4e0d\u5c11\u65f6\u95f4\uff0c\u73b0\u5728\u57fa\u672c\u7a33\u5b9a\u4e86\u3002</p>\n<p>\u540d\u5b57\u5c31\u4e0d\u6539\u4e86\u5427\uff0c\u8fd8\u662f\u53eb<a href=\"http://yuanchengdao.com/\" rel=\"nofollow\">\u8fdc\u7a0b\u5c9b</a>\uff0c\u957f\u5c31\u957f\u70b9\u3002</p>\n<p>\u795d\u613f\u5927\u5bb6\u80fd\u627e\u5230\u5982\u610f\u7684\u5de5\u4f5c\uff01\uff01\uff01</p>\n", 
      "date_published": "2026-06-02T06:15:26+00:00", 
      "title": "AI \u505a\u7684\u8fdc\u7a0b\u5de5\u4f5c\u7f51\u7ad9\uff0c\u6709\u51e0\u4e2a\u670b\u53cb\u53cd\u9988\u627e\u5230\u4e86\u5de5\u4f5c", 
      "id": "https://www.v2ex.com/t/1217312"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/freemenL", 
        "name": "freemenL", 
        "avatar": "https://cdn.v2ex.com/avatar/cb1b/0425/481108_large.png?m=1714995510"
      }, 
      "url": "https://www.v2ex.com/t/1217172", 
      "title": "[\u62db\u8058] ai \u65b9\u5411\u5de5\u7a0b\u5e08", 
      "id": "https://www.v2ex.com/t/1217172", 
      "date_published": "2026-06-01T23:16:35+00:00", 
      "content_html": "Agent \u5f00\u53d1\u5de5\u7a0b\u5e08(\u8fdc\u7a0b\u529e\u516c)<br /><br />\u5c97\u4f4d\u804c\u8d23<br />1. \u8d1f\u8d23 AI \u667a\u80fd\u5ba2\u670d\uff0c\u5185\u90e8 AI \u7cfb\u7edf\u5de5\u5177\uff0cAI \u6570\u5b57\u4eba\u83b7\u5ba2\u7b49 AI \u5e94\u7528\u7684\u8bbe\u8ba1\uff0c\u5f00\u53d1\u548c\u4e0a\u7ebf\u3002<br />2. \u642d\u5efa RAG \uff0c\u77e5\u8bc6\u5e93\u95ee\u7b54\uff0c\u5de5\u5177\u8c03\u7528\uff0c\u610f\u56fe\u8bc6\u522b\uff0c\u7ebf\u7d22\u5206\u7ea7\u7b49\u6838\u5fc3 AI \u80fd\u529b\u3002<br />3. \u5bf9\u63a5 CRM \uff0c\u5ba2\u670d\u7cfb\u7edf\uff0cIM \u5de5\u5177\u548c\u4e1a\u52a1\u540e\u53f0\uff0c\u6253\u901a AI \u4e0e\u4e1a\u52a1\u6d41\u7a0b\u3002<br />4.\u4fdd\u969c\u7cfb\u7edf\u7a33\u5b9a\u6027\uff0c\u53ef\u7ef4\u62a4\u6027\u548c\u53ef\u89c2\u6d4b\u6027\uff0c\u5e76\u6839\u636e\u4e1a\u52a1\u6570\u636e\u6301\u7eed\u4f18\u5316\u6548\u679c\u3002<br />5.\u4e0e\u4e1a\u52a1\u56e2\u961f\u534f\u4f5c\uff0c\u628a AI \u80fd\u529b\u843d\u5730\u5230\u5ba2\u670d\uff0c\u9500\u552e\u548c\u589e\u957f\u573a\u666f\u4e2d\u3002<br />6. \u67b6\u6784\u4e0e\u90e8\u7f72\uff1a\u8bbe\u8ba1\uff0c\u5f00\u53d1\u5e76\u90e8\u7f72\u7a33\u5065\u7684\u591a\u6b65\u667a\u80fd\u4f53\u5de5\u4f5c\u6d41(AgenticWorkflows)\u548c\u591a\u667a\u80fd\u4f53\u7f16\u6392(Multi-agent Orchestration)\u7cfb\u7edf\uff0c\u91cd\u70b9\u5173\u6ce8\u751f\u4ea7\u73af\u5883\u7684\u53ef\u9760\u6027\u4e0e\u6cbb\u7406\u3002<br />7. \u8bb0\u5fc6\u4e0e\u4e0a\u4e0b\u6587\u7ba1\u7406\uff1a\u8bbe\u8ba1\u5e76\u5b9e\u73b0\u8bb0\u5fc6\u4e0e\u4e0a\u4e0b\u6587\u7ba1\u7406\u7b56\u7565(\u5982\u957f\u671f\u8bb0\u5fc6\uff0cHuman In The Loop(HITL)\u53cd\u9988\u673a\u5236)\uff0c\u4ee5\u786e\u4fdd\u667a\u80fd\u4f53\u7684\u4e00\u81f4\u6027\u4e0e\u6301\u7eed\u6539\u8fdb\u3002<br />8. AgentOps \u5b9e\u8df5\uff1a\u5efa\u7acb\u5e76\u7ef4\u62a4 AgentOps(\u667a\u80fd\u4f53\u8fd0\u7ef4)\u5b9e\u8df5\uff0c\u5305\u62ec\u8bc4\u4f30\u6846\u67b6\uff0c\u53ef\u89c2\u6d4b\u6027\u4ee5\u53ca\u5bf9\u667a\u80fd\u4f53\u6027\u80fd\uff0c\u6210\u672c\u548c\u5ef6\u8fdf\u7684\u76d1\u63a7\u3002<br />9. LLM \u4ea4\u4e92\u7b56\u7565\uff1a\u8fd0\u7528\u5305\u62ec\u7ed3\u6784\u5316\u63d0\u793a\u8bcd(Structured<br />Prompting)\uff0c\u5de5\u5177\u8c03\u7528(Tool-calling)\u548c\u601d\u7ef4\u94fe(Chain-of- Thought,CoT)\u7b49\u4ea4\u4e92\u7b56\u7565\uff0c\u4ee5\u6700\u5927\u5316\u6a21\u578b\u7684\u6027\u80fd\u548c\u53ef\u9760\u6027\u3002<br /><a target=\"_blank\" href=\"http://10.Tools\" rel=\"nofollow noopener\">10.Tools</a> \u96c6\u6210\uff1a\u8bbe\u8ba1\u5e76\u5b9e\u73b0\u5de5\u5177\u8c03\u7528\u673a\u5236\uff0c\u5c06\u5185\u90e8\u7cfb\u7edf API(\u7528\u4e8e\u6570\u636e\u5206\u6790\uff0c\u56fe\u50cf\u751f\u6210\u548c\u89c6\u9891\u751f\u6210)\u96c6\u6210\u5230\u667a\u80fd\u4f53\u5de5\u4f5c\u6d41\u4e2d\u3002<br />11. \u539f\u578b\u8fed\u4ee3\uff1a\u4e0e\u4ea7\u54c1\u548c\u8bbe\u8ba1\u56e2\u961f\u5408\u4f5c\uff0c\u6839\u636e\u7528\u53cd\u9988\u5feb\u901f\u8fdb\u884c\u65b0\u667a\u80fd\u4f53\u529f\u80fd\u7684\u539f\u578b\u8bbe\u8ba1\uff0c\u6d4b\u8bd5\u548c\u8fed\u4ee3\u3002<br />12. \u7cfb\u7edf\u4f18\u5316\uff1a\u786e\u4fdd\u6240\u6709\u90e8\u7f72\u7684 AlAgent \u7cfb\u7edf\u5728\u6027\u80fd\uff0c\u8d28\u91cf\uff0c\u5b89\u5168\u6027\u548c\u6210\u672c\u6548\u76ca\u65b9\u9762\u8fbe\u5230\u6700\u4f18\u3002<br /><br /><br />\u4efb\u804c\u8981\u6c42<br />1. 3 \u5e74\u4ee5\u4e0a\u8f6f\u4ef6\u5f00\u53d1\u7ecf\u9a8c\uff0c\u5177\u5907\u624e\u5b9e\u7684\u540e\u7aef\u6216\u5168\u6808\u5de5\u7a0b\u80fd\u529b\u3002<br />2.  \u719f\u6089\u81f3\u5c11\u4e00\u79cd\u4e3b\u6d41\u5f00\u53d1\u8bed\u8a00\uff0c\u5982 Python,Go.<br />3. \u719f\u6089 API \u8bbe\u8ba1\uff0c\u6570\u636e\u5e93\uff0c\u7f13\u5b58\uff0c\u4efb\u52a1\u961f\u5217\uff0c\u65e5\u5fd7\u76d1\u63a7\uff0c\u5f02\u5e38\u5904\u7406\u7b49\u57fa\u7840\u5de5\u7a0b\u80fd\u529b\u3002<br />4. \u6709\u5927\u6a21\u578b\u5e94\u7528\u5f00\u53d1\u7ecf\u9a8c\uff0c\u719f\u6089 OpenAl/Claude/ Gemini / DeepSeek \u7b49\u6a21\u578b API \u63a5\u5165\u3002<br />  5. \u719f\u6089 RAG,Embedding \uff0c\u5411\u91cf\u6570\u636e\u5e93\uff0c\u77e5\u8bc6\u5e93\u95ee\u7b54\uff0cPromptEngineering,FunctionCalling/Tool Calling \u7b49\u80fd\u529b\u3002<br />6. \u80fd\u72ec\u7acb\u5b8c\u6210\u4ece\u9700\u6c42\u62c6\u89e3\uff0c\u65b9\u6848\u8bbe\u8ba1\uff0c\u5f00\u53d1\u6d4b\u8bd5\u5230\u4e0a\u7ebf\u90e8\u7f72\u7684\u5b8c\u6574\u6d41\u7a0b\u3002<br />7. \u5177\u5907\u8f83\u5f3a\u7684\u95ee\u9898\u6392\u67e5\u80fd\u529b\uff0c\u80fd\u5904\u7406\u7ebf\u4e0a\u5f02\u5e38\uff0c\u7a0b\u5e8f\u6027\u80fd\u95ee\u9898\u5b9a\u4f4d\u4f18\u5316\uff0c\u6a21\u578b\u5e7b\u89c9\uff0c\u63a5\u53e3\u5931\u8d25\uff0c\u5ef6\u8fdf\uff0c\u6210\u672c\u548c\u6570\u636e\u4e00\u81f4\u6027\u95ee\u9898\u3002<br />8. \u5bf9\u4e1a\u52a1\u7ed3\u679c\u654f\u611f\uff0c\u80fd\u56f4\u7ed5\u5ba2\u670d\u6548\u7387\uff0c\u7ebf\u7d22\u8d28\u91cf\uff0c\u9500\u552e\u8f6c\u5316\u7b49\u6307\u6807\u4f18\u5316\u7cfb\u7edf<br /><br />\u52a0\u5206\u9879<br />1. \u505a\u8fc7 Al \u5ba2\u670d\uff0cAl Agent \uff0c\u667a\u80fd\u52a9\u7406\uff0cCRM \uff0c\u9500\u552e\u81ea\u52a8\u5316\uff0c\u8425\u9500\u81ea\u52a8\u5316\uff0c\u6570\u5b57\u4eba\u6216\u5185\u5bb9\u751f\u6210\u5e73\u53f0\u3002<br />2. \u719f\u6089 LangChain,Llamalndex,Dify,Flowise,n8n, LangGraph \u7b49 Al \u5e94\u7528\u6846\u67b6\u6216\u5de5\u4f5c\u6d41\u5de5\u5177\u3002<br />3. \u6709\u591a\u8bed\u8a00\u5ba2\u670d\uff0c\u8de8\u5883\u4e1a\u52a1\uff0c\u91d1\u878d\u79d1\u6280\uff0cSaaS \uff0c\u4ea4\u6613\u5e73\u53f0\u6216\u589e\u957f\u7cfb\u7edf\u7ecf\u9a8c\u3002<br />4. \u5177\u5907\u5168\u6808\u80fd\u529b\uff0c\u80fd\u72ec\u7acb\u5b8c\u6210\u7ba1\u7406\u540e\u53f0\uff0c\u914d\u7f6e\u9875\u9762\uff0c\u6570\u636e\u770b\u677f\u7b49\u529f\u80fd\u3002<br />5. \u719f\u6089 Docker,Cl/CD \uff0c\u4e91\u670d\u52a1\uff0c\u670d\u52a1\u76d1\u63a7\uff0c\u6743\u9650\u63a7\u5236\u548c\u7cfb\u7edf\u6210\u672c\u4f18\u5316\u3002<br />6. \u6709 AI \u8bc4\u6d4b\uff0c\u5185\u5bb9\u98ce\u63a7\uff0c\u654f\u611f\u8bcd\u68c0\u6d4b\uff0c\u5408\u89c4\u5ba1\u6838\u7ecf\u9a8c\u3002"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/Vauman", 
        "name": "Vauman", 
        "avatar": "https://cdn.v2ex.com/avatar/5dda/ee61/63219_large.png?m=1744937728"
      }, 
      "url": "https://www.v2ex.com/t/1217167", 
      "date_modified": "2026-06-02T00:25:14+00:00", 
      "content_html": "\u5c97\u4f4d\u60c5\u51b5\u7b80\u4ecb\uff1a<br /><br />\u8fd9\u662f\u6211\u4eec\u9999\u6e2f\u516c\u53f8\u7684\u4e00\u4e2a\u8fdc\u7a0b\u6280\u672f\u5916\u5305\u5c97\u4f4d\uff0c\u4e3b\u8981\u670d\u52a1\u5fb7\u56fd\u5ba2\u6237\u3002\u56e0\u6b64\uff0c\u8be5\u5c97\u4f4d\u5bf9\u82f1\u8bed\u53e3\u8bed\u6c9f\u901a\u80fd\u529b\u8981\u6c42\u8f83\u9ad8\uff0c\u9700\u8981\u80fd\u591f\u76f4\u63a5\u4e0e\u5ba2\u6237\u56e2\u961f\u8fdb\u884c\u65e5\u5e38\u6c9f\u901a\u3001\u9700\u6c42\u7406\u89e3\u548c\u6280\u672f\u4ea4\u6d41\u3002<br /><br />\u9879\u76ee\u5185\u5bb9\u4e3b\u8981\u662f\u57fa\u4e8e Laravel \u6846\u67b6\u6784\u5efa\u4e00\u4e2a\u89c4\u6a21\u8f83\u5927\u7684\u5168\u65b0\u5e73\u53f0\u3002\u5ba2\u6237\u6bd4\u8f83\u770b\u91cd\u5019\u9009\u4eba\u662f\u5426\u7cbe\u901a Laravel \uff0c\u662f\u5426\u5177\u5907 PHP \u5b9a\u5236\u5316\u7cfb\u7edf\u5f00\u53d1\u7ecf\u9a8c\uff0c\u4ee5\u53ca\u662f\u5426\u6709\u624e\u5b9e\u7684 PHP \u5e94\u7528\u5f00\u53d1\u80fd\u529b\u548c\u826f\u597d\u7684\u5de5\u7a0b\u5b9e\u8df5\u57fa\u7840\u3002<br /><br />\u5177\u4f53\u8981\u6c42\u5982\u4e0b\uff1a<br /><br />Location: [Remote]<br />Experience Level: Senior (5+ years)<br />Employment Type: Full-time (minimum 6 months.Based on our previous experience, long-term extension is highly likely.)<br /><br />Key Responsibilities &amp; Requirements<br />\u2022 Strong PHP and Laravel application development experience<br />\u2022 Experience building custom software applications, not only maintaining existing systems<br />\u2022 Ability to develop backend features and modules based on business requirements<br />\u2022 Good understanding of OOP, clean code, and backend architecture<br />\u2022 Familiarity with testing, documentation, and code quality standards<br />\u2022 Ability to solve problems independently and communicate clearly in English<br /><br />What We Offer:<br />\u2022 Competitive salary<br />\u2022 Remote-friendly environment<br />\u2022 Opportunities for growth and learning<br />\u2022 A friendly, international team and supportive work culture<br /><br />How to Apply:<br />Please send your English resume to hr@vauman.com. We look forward to hearing from you!<br /><br />\u5173\u4e8e\u85aa\u8d44\uff1a<br />25K++\u3002\u901a\u5e38\u6211\u4eec\u4f1a\u6839\u636e\u5019\u9009\u4eba\u7ed9\u5230\u7684\u671f\u671b\u85aa\u8d44\uff0c\u4e0e\u5ba2\u6237\u8fdb\u884c\u5bf9\u5e94\u62a5\u4ef7\u3002\u7531\u4e8e\u6bcf\u4f4d\u5019\u9009\u4eba\u7684\u8d44\u5386\u548c\u80cc\u666f\u4e0d\u540c\uff0c\u6211\u4eec\u66f4\u5e0c\u671b\u5c0a\u91cd\u5019\u9009\u4eba\u5bf9\u81ea\u8eab\u4ef7\u503c\u548c\u804c\u4e1a\u53d1\u5c55\u7684\u5b9a\u4f4d\u3002<br /><br />\u5728\u6d41\u7a0b\u4e0a\uff0c\u6211\u4eec\u4f1a\u5148\u8fdb\u884c\u5185\u90e8\u6280\u672f\u7b5b\u9009\u4e0e\u6c9f\u901a\uff0c\u8bc4\u4f30\u901a\u8fc7\u540e\uff0c\u518d\u63a8\u8350\u7ed9\u5fb7\u56fd\u5ba2\u6237\u8fdb\u884c\u6700\u7ec8\u9762\u8bd5\u548c\u9009\u62e9\u3002<br /><br />\u516c\u53f8\u7b80\u4ecb\uff1a<br />Vauman \u6210\u7acb\u4e8e 2009 \u5e74\uff0c\u662f\u4e00\u5bb6\u4e13\u6ce8\u4e8e\u8f6f\u4ef6\u5f00\u53d1\u53ca\u8fdc\u7a0b\u6280\u672f\u56e2\u961f\u5916\u5305\u670d\u52a1\u7684\u56fd\u9645\u5316\u6280\u672f\u516c\u53f8\u3002\u521b\u59cb\u4eba\u6765\u81ea\u5fb7\u56fd\u67cf\u6797\u3002<br /><br />Vauman \u5728\u5fb7\u56fd\u67cf\u6797\u3001\u4e2d\u56fd\u4e0a\u6d77\u53ca\u4e2d\u56fd\u9999\u6e2f\u8bbe\u6709\u529e\u4e8b\u5904\u3002\u516c\u53f8\u4e3b\u8981\u4e1a\u52a1\u6db5\u76d6\u4f01\u4e1a\u8f6f\u4ef6\u5f00\u53d1\u3001Web \u4e0e\u79fb\u52a8\u5e94\u7528\u5f00\u53d1\uff0c\u4ee5\u53ca\u8fdc\u7a0b\u5de5\u7a0b\u5e08\u56e2\u961f\u5916\u5305\u670d\u52a1\u3002\u6839\u636e\u5ba2\u6237\u9700\u6c42\uff0cVauman \u53ef\u5feb\u901f\u7ec4\u5efa\u4e13\u4e1a\u6280\u672f\u56e2\u961f\uff0c\u63d0\u4f9b\u5305\u62ec\u524d\u7aef\u3001\u540e\u7aef\u3001\u5168\u6808\u3001\u79fb\u52a8\u7aef\u3001UI/UX \u8bbe\u8ba1\u53ca\u6d4b\u8bd5\u7b49\u591a\u65b9\u5411\u7684\u6280\u672f\u652f\u6301\uff0c\u5e2e\u52a9\u4f01\u4e1a\u66f4\u52a0\u7075\u6d3b\u3001\u9ad8\u6548\u5730\u63a8\u8fdb\u6570\u5b57\u5316\u9879\u76ee\u3002<br /><br />\u51ed\u501f\u8fd1 20 \u5e74\u7684\u884c\u4e1a\u7ecf\u9a8c\uff0cVauman \u5df2\u53c2\u4e0e\u5e76\u652f\u6301\u6570\u767e\u4e2a\u56fd\u9645\u9879\u76ee\uff0c\u5ba2\u6237\u4e3b\u8981\u6765\u81ea\u6b27\u6d32\u5e02\u573a\uff0c\u5305\u62ec\u5fb7\u56fd\u3001\u745e\u58eb\u7b49\u56fd\u5bb6\u3002<br /><br />\u4ee5\u4e0b\u662f\u6211\u4eec\u516c\u53f8\u7684\u5b98\u7f51\u548c LinkedIn \uff0c\u4f9b\u53c2\u8003\uff1a<br /><a target=\"_blank\" href=\"http://www.vauman.com\" rel=\"nofollow noopener\">www.vauman.com</a><br /><a target=\"_blank\" href=\"https://www.linkedin.com/company/vauman-limited/posts\" rel=\"nofollow noopener\">https://www.linkedin.com/company/vauman-limited/posts</a>", 
      "date_published": "2026-06-01T19:01:49+00:00", 
      "title": "[\u8fdc\u7a0b\u5168\u804c] \u9ad8\u7ea7 PHP -Laravel \u5de5\u7a0b\u5e08\uff0c\u8be5\u5c97\u4f4d\u76f4\u63a5\u53c2\u4e0e\u5fb7\u56fd\u56e2\u961f\uff0c\u8981\u6c42\u82f1\u8bed\u53e3\u8bed\u6d41\u5229\uff01", 
      "id": "https://www.v2ex.com/t/1217167"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/V17", 
        "name": "V17", 
        "avatar": "https://cdn.v2ex.com/avatar/6e66/c2da/406310_large.png?m=1777128505"
      }, 
      "url": "https://www.v2ex.com/t/1216999", 
      "date_modified": "2026-06-02T00:38:07+00:00", 
      "content_html": "\u9a6c\u8001\u677f\u5728\u62db\u8058 Grok AI \u8f85\u5bfc\uff0c\u5c31\u662f\u7ed9 Grok \u63d0\u4f9b\u4e2d\u6587\u8bed\u97f3\u6570\u636e\u3002<br /><br /><br /><br />\u65f6\u85aa\uff04 35-65 USD \uff08\u7ea6 250-460 RMB/\u5c0f\u65f6\uff09<br /><br /><br /><br />\u53ef\u4ee5\u8fdc\u7a0b\u529e\u516c\uff0c\u5de5\u8d44\u9ad8\uff0c\u723d!<br /><br /><br /><br />\u5982\u679c\u4f60\u6210\u529f\u5165\u9009\uff0c\u6bcf\u5929\u53ea\u9700\u8981\u5de5\u4f5c 6 \u4e2a\u5c0f\u65f6\u3002\u4e00\u5929\u6700\u591a\u53ef\u4ee5\u62ff\u5230 2760 \u5143\uff01<br /><br /><br /><br />\u7533\u8bf7\u94fe\u63a5\uff1a<br /><br /><a target=\"_blank\" href=\"https://job-boards.greenhouse.io/xai/jobs/5090180007\" rel=\"nofollow noopener\">https://job-boards.greenhouse.io/xai/jobs/5090180007</a>", 
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      "title": "\u9a6c\u8001\u677f\u5728\u62db\u8058 Grok AI \u8f85\u5bfc \u53ef\u4ee5\u8fdc\u7a0b", 
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      "title": "Java \u8fdc\u7a0b\u7a0b\u5e8f\u5458\u62db\u52df 2 \u4f4d\uff08\u7eaf\u8fdc\u7a0b\u529e\u516c\uff09", 
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        "name": "charliewujie", 
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      "url": "https://www.v2ex.com/t/1216570", 
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      "url": "https://www.v2ex.com/t/1216304", 
      "date_modified": "2026-05-29T00:07:47+00:00", 
      "content_html": "<p>Moonveil Entertainment \u2014 web3 \u6e38\u620f\u5de5\u4f5c\u5ba4\uff0c\u83b7\u5f97 Gumi \u3001HashKey \u3001Animoca Brands \u7b49\u77e5\u540d\u98ce\u6295\u6295\u8d44\u3002\u56e2\u961f\u6210\u5458\u6765\u81ea Riot Games \u3001Tencent \u3001Netease \u548c Funplus \u7b49\u516c\u53f8\uff0c\u529e\u516c\u5ba4\u4f4d\u4e8e\u65b0\u52a0\u5761\uff0c\u4f46\u5c97\u4f4d\u5b8c\u5168\u8fdc\u7a0b\u3002</p>\n<ul>\n<li>\u6211\u4eec\u6b63\u5728\u62db\u8058\u533a\u5757\u94fe\u5de5\u7a0b\u5e08\uff0c\u8981\u6c42 7 \u5e74\u4ee5\u4e0a\u7ecf\u9a8c</li>\n</ul>\n<p><strong>\u5c97\u4f4d\u804c\u8d23\uff1a</strong></p>\n<p>\u534f\u8bae\u5f00\u53d1\u4e0e\u57fa\u7840\u8bbe\u65bd</p>\n<p>\u4f7f\u7528 Solidity \uff08 EVM \u7f51\u7edc\uff1aEthereum \u3001BNB Chain \u3001Polygon \uff09\u548c Rust \uff08 Solana \uff0c\u53ef\u80fd\u6d89\u53ca NEAR / Polkadot \uff09\u5f00\u53d1\u5e76\u4f18\u5316\u667a\u80fd\u5408\u7ea6</p>\n<p>\u53c2\u4e0e\u6e38\u620f\u673a\u5236\u3001\u4ee3\u5e01\u7ecf\u6d4e\u6a21\u578b\u548c\u8d28\u62bc\u529f\u80fd\u7684\u94fe\u4e0a\u903b\u8f91\u8bbe\u8ba1\u4e0e\u5b9e\u73b0</p>\n<p>\u5904\u7406\u4ee3\u7406\u5408\u7ea6\uff08 UUPS \u3001transparent \uff09\u3001Gas \u4f18\u5316\u3001\u4e0d\u53d8\u6027\u6d4b\u8bd5\u3001\u6a21\u7cca\u6d4b\u8bd5</p>\n<p>\u7814\u7a76\u5e76\u5b9e\u73b0 ZK \u7ec4\u4ef6\uff08 zk-rollups \u3001\u8bc1\u660e\u3001\u9a8c\u8bc1\uff09\u2014\u2014 \u4e3a\u52a0\u5206\u9879</p>\n<p>\u533a\u5757\u94fe\u6570\u636e\u5904\u7406</p>\n<p>\u5bf9 Ethereum \u3001Solana \u3001BNB Chain \u3001Polygon \u3001HyperEVM \u7b49\u516c\u94fe\u6570\u636e\u8fdb\u884c\u7d22\u5f15\u4e0e\u5206\u6790\uff08\u4ea4\u6613\u3001\u4e8b\u4ef6\u3001mempool \uff09</p>\n<p>\u6784\u5efa ETL \u7ba1\u9053\u3001\u6570\u636e\u6e05\u6d17\u4e0e\u5b58\u50a8\uff08 The Graph \u3001Subgraph \u3001Dune \u3001ClickHouse \u3001TimescaleDB \u3001PostgreSQL \uff09</p>\n<p>\u5f00\u53d1\u81ea\u5b9a\u4e49\u7d22\u5f15\u5668\u548c\u5b9e\u65f6 WebSocket \u6570\u636e\u6d41</p>\n<p><strong>\u540e\u7aef\u4e0e\u96c6\u6210</strong></p>\n<p>\u4f7f\u7528 Node.js / Python / Go / Rust \u8bbe\u8ba1\u53ef\u9760\u7684\u540e\u7aef\u67b6\u6784</p>\n<p>\u96c6\u6210\u94b1\u5305\uff08 Wagmi / Viem / Ethers.js / WalletConnect / RainbowKit \uff09</p>\n<p>\u4ea4\u6613\u7ba1\u7406\uff1aEIP-712 \u3001nonce \u7ba1\u7406\u3001Gas \u4f30\u7b97</p>\n<p><strong>\u524d\u7aef\uff08\u53ef\u9009\uff09</strong></p>\n<p>\u4f7f\u7528 React / Vue / Next.js + Tailwind CSS \u5f00\u53d1\u5408\u7ea6\u76d1\u63a7\u4eea\u8868\u76d8\u3001\u5206\u6790\u5de5\u5177\u548c\u5185\u90e8\u7cfb\u7edf</p>\n<p>\u9884\u8a00\u673a\u4e0e\u5916\u90e8\u6570\u636e</p>\n<p>\u96c6\u6210 Chainlink \u3001Pyth \uff08\u5305\u62ec Pyth Entropy \uff09\u3001API3 \u3001Proof of Play</p>\n<p><strong>\u4efb\u804c\u8981\u6c42\uff1a</strong></p>\n<p>7 \u5e74\u4ee5\u4e0a\u5546\u4e1a\u8f6f\u4ef6\u5f00\u53d1\u7ecf\u9a8c\uff0c\u5176\u4e2d\u81f3\u5c11 3 \u5e74\u533a\u5757\u94fe\u5f00\u53d1\u7ecf\u9a8c</p>\n<p>\u7cbe\u901a Solidity \u548c Rust</p>\n<p>\u6709\u5927\u89c4\u6a21\u94fe\u4e0a\u6570\u636e\u7d22\u5f15\u548c\u5904\u7406\u7ecf\u9a8c</p>\n<p>\u6df1\u5165\u7406\u89e3 EVM \u5185\u90e8\u673a\u5236\uff08 Gas \u3001ABI \u3001\u5b58\u50a8\u5e03\u5c40\u3001\u9884\u7f16\u8bd1\u5408\u7ea6\uff09</p>\n<p>\u82f1\u8bed\u5177\u5907\u6280\u672f\u8bfb\u5199\u80fd\u529b\uff08\u80fd\u6d41\u5229\u6c9f\u901a\u4e3a\u52a0\u5206\u9879\uff09</p>\n<p><strong>\u4ee5\u4e0b\u4e3a\u91cd\u8981\u52a0\u5206\u9879\uff1a</strong></p>\n<p>ZK \u7ecf\u9a8c\uff08 Circom \u3001Halo2 \u3001Gnark \u3001zkSync \u3001Scroll \uff09</p>\n<p>\u7f16\u5199\u8fc7\u5ba1\u8ba1\u62a5\u544a\u6216\u53c2\u4e0e\u8fc7\u6f0f\u6d1e\u8d4f\u91d1\u8ba1\u5212</p>\n<p>\u4e86\u89e3\u5f62\u5f0f\u5316\u9a8c\u8bc1\uff08 Certora \u3001MIR \uff09</p>\n<p>\u4f7f\u7528\u8fc7 Substrate / CosmWasm / Move \uff08 Aptos \u3001Sui \uff09</p>\n<p><strong>\u5de5\u4f5c\u6761\u4ef6\uff1a</strong></p>\n<p>\u5b8c\u5168\u8fdc\u7a0b\u5de5\u4f5c\uff08\u9002\u914d\u4e9a\u6d32\u65f6\u533a\uff09</p>\n<p>\u6708\u85aa\uff1a4000\u20138000 \u7f8e\u5143\uff08\u6700\u7ec8\u6839\u636e\u9762\u8bd5\u7ed3\u679c\u786e\u5b9a\uff09</p>\n<p>\u53ef\u9009\u62e9\u5168\u804c\u6216\u517c\u804c\uff08\u517c\u804c\u6bcf\u5468 25\u201330 \u5c0f\u65f6\uff09</p>\n<p><strong>\u5982\u4f55\u5e94\u8058\uff1a</strong></p>\n<p>\u8bf7\u5c06\u60a8\u7684\u7b80\u8981\u7ecf\u5386\u63cf\u8ff0 + \u7b80\u5386\u53d1\u9001\u81f3 Telegram @MekkaRetrico \u6216\u90ae\u7bb1 <a href=\"mailto:mekkaji@163.com\">mekkaji@163.com</a></p>\n<ul>\n<li>\u5728\u90ae\u4ef6\u4e3b\u9898\u6216\u7b2c\u4e00\u6761\u6d88\u606f\u4e2d\u8bf7\u6ce8\u660e\uff1a</li>\n</ul>\n<p>\u671f\u671b\u5c97\u4f4d</p>\n<p>\u4ece\u54ea\u91cc\u770b\u5230\u62db\u8058\u4fe1\u606f</p>\n<p>\u5168\u804c\u8fd8\u662f\u517c\u804c</p>\n", 
      "date_published": "2026-05-28T17:45:48+00:00", 
      "title": "[\u8fdc\u7a0b] Moonveil Entertainment - web3 \u6e38\u620f\u5de5\u4f5c\u5ba4\u62db\u8058 \u533a\u5757\u94fe\u5de5\u7a0b\u5e08\uff08\u534f\u8bae / ZK / Rust / Solidity\uff09", 
      "id": "https://www.v2ex.com/t/1216304"
    }, 
    {
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        "url": "https://www.v2ex.com/member/AriaWanax", 
        "name": "AriaWanax", 
        "avatar": "https://cdn.v2ex.com/avatar/776f/9db0/772095_large.png?m=1761540088"
      }, 
      "url": "https://www.v2ex.com/t/1216168", 
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      "date_published": "2026-05-28T06:28:11+00:00", 
      "title": "Crypto \u4ea4\u6613\u6240\u5728\u7ebf\u76f4\u62db \u5b9e\u4e60\u751f\u5c97\u4f4d\u5f00\u653e \u7eaf\u8fdc\u7a0b\u529e\u516c\r\nBD \u5b9e\u4e60\u751f/ \u884c\u7814\u5b9e\u4e60\u751f/ \u7ba1\u57f9\u751f \u672a\u6765\u4e4b\u661f\u9009\u62d4\u8ba1\u5212", 
      "id": "https://www.v2ex.com/t/1216168"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/AriaWanax", 
        "name": "AriaWanax", 
        "avatar": "https://cdn.v2ex.com/avatar/776f/9db0/772095_large.png?m=1761540088"
      }, 
      "url": "https://www.v2ex.com/t/1216070", 
      "date_modified": "2026-05-28T02:01:09+00:00", 
      "content_html": "\u7eaf\u8fdc\u7a0b\u529e\u516c\uff0c\u5168\u804c\uff0c\u5f39\u6027\u5236\u4e0d\u6253\u5361\uff0c\u4e1c\u516b\u533a\u65f6\u95f4<br /><br />\u9762\u8bd5\u65b9\u5f0f\uff1a\u7ebf\u4e0a\u9762\u8bd5<br /><br />\u6b22\u8fce\u81ea\u8350\u63a8\u8350<br /><br />TG: @<a target=\"_blank\" href=\"/member/AriaWanax\" rel=\"nofollow noopener\">AriaWanax</a><br />VX: Aurora_Wanax<br /><br />\u5c97\u4f4d\u804c\u8d23<br />\u2022 \u8d1f\u8d23 AI \u76f8\u5173\u6d4b\u8bd5\u5de5\u4f5c\uff0c\u5305\u62ec\u6d4b\u8bd5\u5de1\u68c0\u3001\u7528\u4f8b\u751f\u6210<br />\u2022 \u4e0e \u524d\u7aef / App \u56e2\u961f\u534f\u4f5c\uff0c\u63a8\u52a8 AI \u80fd\u529b\u5728\u4ea7\u54c1\u4e2d\u7684\u843d\u5730<br />\u2022 \u534f\u52a9\u4f18\u5316\u6d4b\u8bd5\u6d41\u7a0b\uff0c\u63d0\u9ad8\u6d4b\u8bd5\u6548\u7387<br />\u2022 \u4fdd\u969c\u4ea4\u6613\u76f8\u5173\u529f\u80fd\u7684\u7a33\u5b9a\u6027\u4e0e\u8d28\u91cf<br /><br />\u5c97\u4f4d\u8981\u6c42<br />\u2022 1\u20133 \u5e74\u6d4b\u8bd5 / QA \u76f8\u5173\u7ecf\u9a8c<br />\u2022 \u5bf9 AI \u6709\u8f83\u5f3a\u7406\u89e3\uff0c\u6709\u5b9e\u9645\u9879\u76ee\u6216\u5e94\u7528\u7ecf\u9a8c<br />\u2022 \u5177\u5907\u826f\u597d\u7684\u6c9f\u901a\u80fd\u529b\uff0c\u80fd\u63a8\u52a8\u8de8\u56e2\u961f\u534f\u4f5c<br />\u2022 \u4e86\u89e3 \u4ea4\u6613\u6240\u57fa\u7840\u903b\u8f91\uff08\u5982\u64ae\u5408\u673a\u5236\u3001maker / taker \u7b49\uff09<br />\u2022 \u719f\u6089\u57fa\u7840\u6d4b\u8bd5\u65b9\u6cd5\u4e0e\u5de5\u5177<br /><br />\u52a0\u5206\u9879<br />\u2022 \u6709 AI \u6d4b\u8bd5 / \u81ea\u52a8\u5316\u6d4b\u8bd5\u7ecf\u9a8c<br />\u2022 \u6709\u4e92\u8054\u7f51\u79d1\u6280\u516c\u53f8\u80cc\u666f<br />\u2022 \u4e86\u89e3\u5408\u7ea6\u4ea4\u6613\u6216\u533a\u5757\u94fe\u57fa\u7840", 
      "date_published": "2026-05-28T01:35:44+00:00", 
      "title": "Crypto CEX \u8bda\u8058 AI \u6d4b\u8bd5\u5de5\u7a0b\u5e08 \u85aa\u6c34 20K-30K RMB \u7eaf\u8fdc\u7a0b\u529e\u516c", 
      "id": "https://www.v2ex.com/t/1216070"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/hcs66", 
        "name": "hcs66", 
        "avatar": "https://cdn.v2ex.com/avatar/509a/dabf/335294_large.png?m=1778589443"
      }, 
      "url": "https://www.v2ex.com/t/1215692", 
      "date_modified": "2026-05-27T00:18:57+00:00", 
      "content_html": "<h1>\u8bed\u97f3 Post-Training \u7b97\u6cd5\u5de5\u7a0b\u5e08</h1>\n<p><strong>Voice Post-Training Algorithm Engineer</strong>\n\u5168\u804c \u00b7 \u8fea\u62dc / \u8fdc\u7a0b \u00b7 Voice Post-Training \u00b7 \u5168\u7403\u62db\u52df</p>\n<blockquote>\n<p><em>Kapibala AI \u00b7 WE ARE HIRING \u00b7 2026</em>\n<em>AI Native \u516c\u53f8 \u00b7 Token \u65e0\u9650\u7ba1\u591f</em></p>\n</blockquote>\n<hr/>\n<h2>\u5173\u4e8e\u6211\u4eec</h2>\n<p>Kapibala AI Limited \u6b63\u7ec4\u5efa\u5168\u7403\u5316 AI \u56e2\u961f\uff0c\u805a\u7126 Sales AGI\u2014\u2014\u8986\u76d6\u83b7\u5ba2\u3001\u89e6\u8fbe\u3001\u8c08\u5224\u3001\u6210\u4ea4\u3001\u4ea4\u4ed8\u5168\u94fe\u8def\u7684\u5546\u4e1a\u667a\u80fd\u4f53\uff0c\u8fd0\u884c\u4e8e\u4e3b\u6d41 IM \u5e73\u53f0\u3002\u4ea7\u54c1\u5df2\u8fdb\u5165\u4ed8\u8d39\u5185\u6d4b\uff0c\u88ab\u5934\u90e8\u52a0\u5bc6\u4ea4\u6613\u6240\u3001Web3 / RWA \u3001\u8de8\u5883\u5e7f\u544a\u7b49\u5ba2\u6237\u91c7\u7528\uff0c\u5728\u624b\u7b7e\u7ea6\u4ebf\u7ea7 RMB \uff1b<strong>Pre-Seed \u8f6e 1000 \u4e07\u7f8e\u5143\u5df2\u5b8c\u6210</strong>\uff0c\u6d77\u5916\u72ec\u7acb\u6570\u636e\u6e20\u9053\u6784\u6210\u6838\u5fc3\u62a4\u57ce\u6cb3\u3002</p>\n<h2>\u5c97\u4f4d\u5b9a\u4f4d</h2>\n<p>Sales AGI \u8bed\u97f3\u80fd\u529b\u7684\u6838\u5fc3\u5efa\u8bbe\u8005\u3002\u4ea7\u54c1\u9700\u8981\u5728\u771f\u5b9e\u9500\u552e\u5bf9\u8bdd\u4e2d\u8fbe\u5230 vendor API \u7ed9\u4e0d\u4e86\u7684\u62df\u4eba\u6c34\u51c6\u2014\u2014\u8fd9\u662f\u62a4\u57ce\u6cb3\u7684\u5173\u952e\u4e00\u73af\u3002\u4f60\u901a\u8fc7\u540e\u8bad\u7ec3 <strong>\u51b3\u5b9a\u600e\u4e48\u5efa\u6a21\u3001\u6572\u5b9a\u8bad\u7ec3\u65b9\u6cd5\u3001\u5efa\u7acb\u8bc4\u6d4b\u4f53\u7cfb</strong>\uff0c\u628a\u4e09\u6bb5\u5f0f\u8bed\u97f3\u5bf9\u8bdd\u6a21\u578b\uff08 STT + LLM + TTS \uff09\u6253\u78e8\u5230\u8d85\u8d8a\u5546\u7528\u65b9\u6848\u7684\u62df\u4eba\u5ea6\u3002</p>\n<h2>\u5c97\u4f4d\u804c\u8d23</h2>\n<ul>\n<li><strong>Voice cloning pipeline \u7aef\u5230\u7aef\u642d\u5efa</strong><br/>\n\u8bc4\u4f30\u5e76\u9009\u578b\u4e3b\u6d41\u65b9\u6848\uff0c\u8f93\u51fa\u53ef\u4e0a\u7ebf\u7684\u6a21\u578b\u4e0e\u63a5\u53e3</li>\n<li><strong>STT \u548c TTS \u9488\u5bf9\u6027\u4f18\u5316</strong><br/>\n\u9488\u5bf9\u9500\u552e\u5bf9\u8bdd\u573a\u666f\u505a fine-tuning \u4e0e\u6307\u6807\u5e73\u8861</li>\n<li><strong>LLM \u540e\u8bad\u7ec3\u4e0e\u573a\u666f\u5bf9\u9f50</strong><br/>\n\u57fa\u4e8e\u771f\u5b9e\u53cd\u9988\u505a\u5bf9\u9f50\u8bad\u7ec3\uff0c\u8f93\u51fa\u591a\u573a\u666f checkpoint</li>\n<li><strong>\u62df\u4eba\u5ea6\u8bc4\u6d4b\u4f53\u7cfb\u5efa\u8bbe</strong><br/>\n\u8bbe\u8ba1\u8bc4\u6d4b\u65b9\u6cd5\uff0c\u95ed\u73af\u9a71\u52a8\u8bad\u7ec3\u8fed\u4ee3</li>\n<li><strong>\u8bad\u7ec3\u4ea7\u7269\u7684\u751f\u4ea7\u90e8\u7f72</strong><br/>\n\u4e0e\u7cfb\u7edf\u4fa7\u534f\u540c\u4e0a\u7ebf\uff0c\u5efa\u7acb\u7070\u5ea6\u4e0e\u56de\u6eda\u673a\u5236</li>\n</ul>\n<h2>\u4efb\u804c\u8981\u6c42</h2>\n<ul>\n<li>\u8ba1\u7b97\u673a / \u7535\u5b50\u5de5\u7a0b / \u8bed\u97f3 / \u4fe1\u53f7\u5904\u7406 \u76f8\u5173\u4e13\u4e1a\u7855\u58eb\u53ca\u4ee5\u4e0a</li>\n<li>\u8bed\u97f3\u6216\u5927\u6a21\u578b\u540e\u8bad\u7ec3\u5b9e\u6218\uff1aSFT / DPO / RLHF / LoRA \u81f3\u5c11 2 \u7c7b\uff0c\u6709 production \u4e0a\u7ebf</li>\n<li>\u719f\u6089 Whisper / Conformer / VITS / FastSpeech / XTTS / StyleTTS \u4efb\u4e00\u67b6\u6784</li>\n<li>PyTorch + Hugging Face Transformers / TRL / Diffusers</li>\n<li>DeepSpeed / FSDP / Accelerate \uff0c\u80fd\u72ec\u7acb\u8dd1 8 \u5361\u53ca\u4ee5\u4e0a\u8bad\u7ec3</li>\n<li>\u53ef\u8bfb\u82f1\u6587\u8bba\u6587\uff0c\u8ddf\u8e2a INTERSPEECH / ICASSP / ACL \u5e76 3-5 \u5929\u5185\u590d\u73b0</li>\n<li>\u5b8c\u6574\u8bed\u97f3\u6570\u636e\u5de5\u7a0b\uff1a\u6e05\u6d17 / \u5f3a\u5236\u5bf9\u9f50 / VAD / \u6807\u6ce8\u89c4\u8303\u8bbe\u8ba1</li>\n</ul>\n<h2>\u52a0\u5206\u9879</h2>\n<ul>\n<li>\u591a\u8bed\u8a00\u8bed\u97f3\u7ecf\u9a8c\uff08\u8d8a\u5357\u8bed / \u5df4\u897f\u8461\u8404\u7259\u8bed / \u65e5\u8bed \u7b49\u5c0f\u8bed\u79cd\u4f18\u5148\uff09</li>\n<li>HuggingFace \u00b7 ESPnet \u00b7 Coqui-TTS \u00b7 WhisperX \u00b7 F5-TTS \u7b49 contributor / maintainer</li>\n<li>INTERSPEECH \u00b7 ICASSP \u00b7 ACL \u4e00\u4f5c\u6216\u5171\u4e00\u8bba\u6587</li>\n<li>\u719f\u6089 vLLM \u00b7 SGLang \u00b7 TensorRT-LLM \u63a8\u7406\u4f18\u5316</li>\n</ul>\n<h2>\u6211\u4eec\u63d0\u4f9b</h2>\n<ul>\n<li><strong>\u00a5 50-80W</strong> \u00b7 ANNUAL CASH \u2014 \u6781\u5177\u5e02\u573a\u7ade\u4e89\u529b \u00b7 \u7a0e\u540e\u5168\u989d\u5230\u624b</li>\n<li><strong>PREMIUM</strong> \u00b7 RESIDENCE \u2014 \u516c\u53f8\u63d0\u4f9b\u9ad8\u7aef\u4f4f\u5bbf \u00b7 \u514d\u53bb\u79df\u623f\u7410\u4e8b</li>\n<li><strong>WORK VISA</strong> \u00b7 RELOCATION \u2014 \u672c\u4eba + \u5bb6\u5c5e \u00b7 \u5f8b\u5e08 + HR \u534f\u52a9</li>\n<li><strong>\u221e TOKENS</strong> \u00b7 AI BUDGET \u2014 Claude / GPT / \u5185\u90e8\u6a21\u578b\u4e0d\u8bbe\u4e0a\u9650</li>\n<li><strong>TOP PHD</strong> \u00b7 EDUCATION \u2014 \u9876\u5c16\u9662\u6821\u5168\u989d\u5956\u5b66\u91d1 PhD \u901a\u9053</li>\n<li><strong>PRE-SEED</strong> \u00b7 ESOP \u2014 Pre-Seed \u671f\u6743\u6c60 \u00b7 \u4e0e\u516c\u53f8\u5171\u540c\u6210\u957f</li>\n</ul>\n<h2>\u62db\u8058\u6d41\u7a0b</h2>\n<p>\u6295\u9012 \u2192 HR \u521d\u7b5b \u2192 \u6280\u672f\u4e00\u9762 \u2192 CTO \u7ec8\u9762 \u2192 \u8bd5\u7528\u671f offer (2 \u5468 - 1 \u6708) \u2192 base \u6d77\u5916 (\u5c45\u5bb6\u529e\u516c 3-6 \u6708) \u2192 \u8f6c\u8fdc\u7a0b</p>\n<hr/>\n<h2>\u6295\u9012\u65b9\u5f0f</h2>\n<ul>\n<li>\u90ae\u7bb1\uff1a<strong>info@kapibala.ai</strong></li>\n<li>\u90ae\u4ef6\u4e3b\u9898\uff1a\u300c\u5e94\u8058\u5c97\u4f4d\u540d\u79f0 - \u59d3\u540d\u300d</li>\n<li>\u5fae\u4fe1\uff1abzy-151</li>\n<li>\u5b98\u7f51\uff1a <a href=\"https://kapibala.ai\" rel=\"nofollow\">https://kapibala.ai</a></li>\n</ul>\n", 
      "date_published": "2026-05-26T10:30:58+00:00", 
      "title": "\u8bed\u97f3 Post-Training \u7b97\u6cd5\u5de5\u7a0b\u5e08", 
      "id": "https://www.v2ex.com/t/1215692"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/wateryfield", 
        "name": "wateryfield", 
        "avatar": "https://cdn.v2ex.com/avatar/e432/1fa8/101463_large.png?m=1720685266"
      }, 
      "url": "https://www.v2ex.com/t/1215230", 
      "date_modified": "2026-05-25T03:24:15+00:00", 
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\u3001\u667a\u80fd\u4f53\u539f\u751f\u652f\u4ed8\u4e0e\u670d\u52a1\u7f16\u6392<br />\u5b9e\u73b0\u667a\u80fd\u4f53\u81ea\u4e3b\u9884\u7b97\u7ba1\u7406\u3001\u652f\u51fa\u6388\u6743\u3001\u4ea4\u6613\u7ed3\u7b97\uff1b\u6784\u5efa\u52a8\u6001 API \u7ec4\u5408\u673a\u5236\u2014\u2014\u4f7f\u667a\u80fd\u4f53\u5728\u65e0\u786c\u7f16\u7801\u96c6\u6210\u7684\u60c5\u51b5\u4e0b\u53d1\u73b0\u3001\u94fe\u63a5\u3001\u8c03\u7528\u5916\u90e8\u670d\u52a1\uff1b\u5efa\u7acb\u5173\u952e\u8d44\u91d1\u52a8\u4f5c\u7684\u4eba\u5de5\u786e\u8ba4\u673a\u5236\u3002<br />4 \u3001\u534f\u8bae\u5c42\u96c6\u6210<br />\u5b9e\u73b0 MCP \u3001A2A \u3001Skills \u7b49\u667a\u80fd\u4f53\u534f\u8bae\u7684\u751f\u4ea7\u7ea7\u96c6\u6210\u3002<br />5 \u3001\u5185\u90e8\u667a\u80fd\u4f53\u7cfb\u7edf<br />\u5b9e\u73b0\u5185\u90e8\u6570\u636e\u6e90\u7684\u6807\u51c6\u5316\u63a5\u5165\uff1b\u4e1a\u52a1\u667a\u80fd\u4f53\u8986\u76d6\u9009\u54c1\u3001\u589e\u957f\u3001\u5ba2\u670d\u3001\u98ce\u63a7\u3001\u8d22\u52a1\u7b49\u9886\u57df\uff1b\u642d\u5efa\u81ea\u7136\u8bed\u8a00\u8fd0\u8425\u63a7\u5236\u53f0\uff0c\u5b9e\u73b0\u53ef\u8ffd\u6eaf\u94fe\u8def\u4e0e\u5b89\u5168\u964d\u7ea7\u3002<br />6 \u3001\u7aef\u5230\u7aef\u6027\u80fd\u4e0e\u8d28\u91cf<br />\u5bf9\u591a\u6b65\u63a8\u7406\u3001\u5de5\u5177\u8c03\u7528\u3001\u957f\u4efb\u52a1\u7f16\u6392\u8fdb\u884c\u5ef6\u8fdf\u4e0e\u6210\u672c\u4f18\u5316\uff1b\u6784\u5efa\u53ef\u8861\u91cf\u3001\u53ef\u56de\u5f52\u7684\u667a\u80fd\u4f53\u8bc4\u4f30\u6d41\u6c34\u7ebf\u3002<br /><br />\u5c97\u4f4d\u8981\u6c42\uff1a<br />1 \u3001\u7f16\u7a0b\u80fd\u529b\uff1a\u7cbe\u901a Python \uff1b\u65e5\u5e38\u4f7f\u7528 AI \u539f\u751f\u5f00\u53d1\u5de5\u4f5c\u6d41\uff08\u5982 Cursor \u7b49\uff09\uff0c\u5e76\u80fd\u591f\u501f\u52a9\u667a\u80fd\u4f53\u7f16\u5199\u4ee3\u7801\u3002\u719f\u6089 Go/TypeScript \u8005\u4f18\u5148\uff0c\u66fe\u6784\u5efa\u5f00\u53d1\u8005\u5de5\u5177\u6216 SDK \u8005\u52a0\u5206\u3002<br />2 \u3001\u591a\u667a\u80fd\u4f53\u7cfb\u7edf\uff1a\u66fe\u5728\u751f\u4ea7\u73af\u5883\u6784\u5efa\u8fc7\u591a\u667a\u80fd\u4f53\u7cfb\u7edf\uff1b\u719f\u6089 LangChain \u3001CrewAI \u3001AutoGen \u3001MetaGPT \u7b49\u81f3\u5c11\u4e00\u4e2a\u4e3b\u6d41\u6846\u67b6\u3002\u5177\u5907\u96c6\u7fa4\u67b6\u6784\u5b9e\u6218\u7ecf\u9a8c\u6216\u66fe\u81ea\u7814\u667a\u80fd\u4f53\u6846\u67b6\u8005\u4f18\u5148\u3002<br />3 \u3001\u5927\u6a21\u578b\u7f16\u6392\uff1a\u6df1\u5165\u7406\u89e3\u5927\u6a21\u578b\u80fd\u529b\u8fb9\u754c\u4e0e\u63d0\u793a\u8bcd\u5de5\u7a0b\uff1b\u66fe\u6784\u5efa\u8fc7\u8de8\u670d\u52a1\u5546\u7684\u52a8\u6001\u8def\u7531\u7cfb\u7edf\u3002\u5177\u5907\u81ea\u4e3b\u90e8\u7f72\u5927\u6a21\u578b\u7ecf\u9a8c\u6216\u62e5\u6709 SFT \u3001RL 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\u6279\u91cf\u89e6\u8fbe\u3001\u7b5b\u9009\u3001\u8ffd\u8e2a\u5de5\u5177<br />- \u5b9e\u73b0\u793e\u5a92\u5185\u5bb9\u7684\u6279\u91cf\u4e0a\u4f20\u3001\u8c03\u5ea6\u3001\u5206\u53d1\u548c\u6570\u636e\u56de\u6536<br />- \u642d\u5efa\u6570\u636e\u6293\u53d6\u3001\u6e05\u6d17\u3001\u5206\u6790\u3001\u5f52\u56e0\u5de5\u4f5c\u6d41<br />- \u5c06\u9ad8\u9891\u589e\u957f\u52a8\u4f5c\u6c89\u6dc0\u4e3a\u53ef\u590d\u7528\u7684 Skill \u3001\u811a\u672c\u3001\u5de5\u5177\u6216\u5185\u90e8\u7cfb\u7edf<br /><br />3. SEO \u4e0e\u5185\u5bb9\u589e\u957f\u5de5\u7a0b\u5316<br />- \u57fa\u4e8e\u5173\u952e\u8bcd\u3001\u641c\u7d22\u610f\u56fe\u548c\u7ade\u54c1\u5185\u5bb9\uff0c\u8bbe\u8ba1\u53ef\u89c4\u6a21\u5316\u7684 SEO \u9875\u9762\u6216\u5185\u5bb9\u751f\u4ea7\u6d41\u7a0b<br />- \u642d\u5efa\u4ece\u5173\u952e\u8bcd\u53d1\u73b0\u3001\u5185\u5bb9\u751f\u6210\u3001\u53d1\u5e03\u3001\u6536\u5f55\u3001\u6392\u540d\u8ffd\u8e2a\u5230\u8fed\u4ee3\u4f18\u5316\u7684\u95ed\u73af<br />- \u7528\u6570\u636e\u5224\u65ad\u54ea\u4e9b\u5185\u5bb9\u3001\u6e20\u9053\u3001\u5173\u952e\u8bcd\u548c\u6a21\u677f\u771f\u6b63\u5e26\u6765\u589e\u957f<br /><br />\u4efb\u804c\u8981\u6c42<br />- \u5bf9\u589e\u957f\u3001\u6570\u636e\u548c\u7528\u6237\u9700\u6c42\u6709\u4e3b\u52a8 sense \uff0c\u4e0d\u53ea\u662f\u88ab\u52a8\u63a5\u9700\u6c42\u7684\u5de5\u7a0b\u5e08<br />- \u6709\u72ec\u7acb Owner \u5b8c\u6574\u5de5\u5177 / \u5de5\u4f5c\u6d41 / \u5c0f\u4ea7\u54c1\u7684\u7ecf\u9a8c\uff0c\u4ece\u9700\u6c42\u5224\u65ad\u5230\u4e0a\u7ebf\u4ea4\u4ed8\u90fd\u80fd\u63a8\u8fdb<br />- \u719f\u6089\u722c\u866b\u3001API \u8c03\u7528\u3001\u81ea\u52a8\u5316\u811a\u672c\u3001\u6570\u636e\u6e05\u6d17\u4e0e\u5206\u6790<br />- \u719f\u6089\u4e3b\u6d41 LLM API \uff0c\u5982 OpenAI \u3001Anthropic \u3001Gemini \u7b49\uff0c\u5e76\u80fd\u505a\u5de5\u4f5c\u6d41\u7f16\u6392<br />- \u4f1a\u5199 Skill \uff0c\u80fd\u628a\u590d\u6742\u4efb\u52a1\u6c89\u6dc0\u4e3a\u53ef\u590d\u7528\u3001\u53ef\u8c03\u7528\u3001\u53ef\u8fed\u4ee3\u7684 Agent \u6280\u80fd\u6216\u81ea\u52a8\u5316\u80fd\u529b<br />- \u6709\u6210\u529f\u7684 SEO \u7ecf\u9a8c\uff0c\u7406\u89e3\u5173\u952e\u8bcd\u3001\u641c\u7d22\u610f\u56fe\u3001\u5185\u5bb9\u7ed3\u6784\u3001\u6536\u5f55\u3001\u6392\u540d\u548c\u8f6c\u5316<br />- \u61c2\u7528\u6237\u589e\u957f\uff0c\u80fd\u4ece\u6d41\u91cf\u3001\u8f6c\u5316\u3001\u7559\u5b58\u3001\u4f20\u64ad\u7b49\u89d2\u5ea6\u8bbe\u8ba1\u5b9e\u9a8c<br />- \u82f1\u8bed\u53ef\u4ee5\u4f5c\u4e3a\u5de5\u4f5c\u8bed\u8a00\uff0c\u8981\u6c42\u80fd\u8bfb\u5199\u5373\u53ef<br /><br /> \u52a0\u5206\u9879<br />- \u6709\u589e\u957f\u9ed1\u5ba2\u9879\u76ee\u7ecf\u9a8c\uff0c\u4f8b\u5982\u6279\u91cf SEO \u9875\u9762\u751f\u6210\u3001\u6279\u91cf KOL \u5efa\u8054\u3001\u6279\u91cf\u5185\u5bb9\u5206\u53d1<br />- \u4e86\u89e3 n8n / Dify \u7b49\u4f4e\u4ee3\u7801\u6216\u81ea\u52a8\u5316\u5de5\u4f5c\u6d41\u5e73\u53f0<br />- \u6709 C \u7aef\u6d77\u5916\u4ea7\u54c1\u5de5\u7a0b\u5316\u7ecf\u9a8c<br />- \u6709 AI \u5e94\u7528\u5de5\u7a0b\u5316\u7ecf\u9a8c<br />- \u6709\u72ec\u7acb\u5f00\u53d1\u8005\u3001\u51fa\u6d77\u5de5\u5177\u3001\u5185\u5bb9\u7ad9\u3001SEO \u7ad9\u70b9\u6216\u81ea\u52a8\u5316\u589e\u957f\u9879\u76ee\u7ecf\u9a8c<br /><br /><br />\u5982\u679c\u4f60\u5bf9\u6211\u4eec\u5c97\u4f4d\u611f\u5174\u8da3\uff0c\u53ef\u53d1\u90ae\u4ef6\u81f3\u8054\u7cfb\u65b9\u5f0f\uff1a sherry8200@163.com<br />\u6b22\u8fce\u5bf9 AI Agent \u611f\u5174\u8da3\u7684\u5c0f\u4f19\u4f34\u52a0\u5165\u6211\u4eec", 
      "date_published": "2026-05-25T02:58:20+00:00", 
      "title": "\u300a\u8fdc\u7a0b\u5c45\u5bb6\u529e\u516c--AI Agent \u65b9\u5411\u300b\u62db\u8058 AI \u5de5\u7a0b\u5e08\u3001\u540e\u7aef\u8f6f\u4ef6\u5de5\u7a0b\u5e08\u3001\u589e\u957f\u5de5\u7a0b\u5e08", 
      "id": "https://www.v2ex.com/t/1215230"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/justinX", 
        "name": "justinX", 
        "avatar": "https://cdn.v2ex.com/avatar/e2b5/06ca/664687_large.png?m=1701222185"
      }, 
      "url": "https://www.v2ex.com/t/1215130", 
      "date_modified": "2026-05-24T14:50:15+00:00", 
      "content_html": "Position \u4e00\uff1a\u98ce\u63a7\u8d1f\u8d23\u4eba<br />Job Type: Full-Time \uff0cRemote<br />\u5c97\u4f4d\u804c\u8d23<br />\u4f53\u7cfb\u642d\u5efa\u4e0e\u6218\u7565\u7ba1\u63a7\uff1a\u8d1f\u8d23\u98ce\u63a7\u6574\u4f53\u9876\u5c42\u8bbe\u8ba1\u3001\u5236\u5ea6\u6d41\u7a0b\u3001\u5e74\u5ea6\u89c4\u5212\u4e0e\u98ce\u9669\u6cbb\u7406\u6846\u67b6\uff0c\u5efa\u7acb\u4e8b\u524d\u9632\u63a7\u3001\u4e8b\u4e2d\u76d1\u63a7\u3001\u4e8b\u540e\u590d\u76d8\u7684\u5168\u5468\u671f\u98ce\u63a7\u4f53\u7cfb\uff0c\u89c4\u907f\u7cfb\u7edf\u6027\u91cd\u5927\u98ce\u9669\u3002<br />\u5168\u4e1a\u52a1\u98ce\u9669\u6cbb\u7406\uff1a\u7edf\u7b79\u73b0\u8d27\u3001\u5408\u7ea6\u3001OTC \u3001\u673a\u6784\u4e1a\u52a1\u5168\u573a\u666f\u98ce\u63a7\uff0c\u7ba1\u63a7\u6781\u7aef\u884c\u60c5\u3001\u5e02\u573a\u64cd\u7eb5\u3001\u5f02\u5e38\u4ea4\u6613\u3001\u5927\u6237\u98ce\u9669\uff1b\u8d1f\u8d23\u5145\u63d0\u5e01\u8d44\u91d1\u5b89\u5168\u3001\u94fe\u4e0a\u6eaf\u6e90\u3001\u5927\u989d\u8d44\u91d1\u5ba1\u6838\u3001\u8d44\u4ea7\u98ce\u9669\u515c\u5e95\u3002<br />\u5408\u89c4\u4e0e\u53cd\u6d17\u94b1\u98ce\u63a7\uff1a\u642d\u5efa\u5168\u7403\u5316 AML/CFT \u3001\u5236\u88c1\u7b5b\u67e5\u3001KYC \u5206\u5c42\u98ce\u63a7\u4f53\u7cfb\uff0c\u9002\u914d FATF \u3001MiCA \u7b49\u56fd\u9645\u76d1\u7ba1\u89c4\u5219\uff0c\u914d\u5408\u76d1\u7ba1\u6838\u67e5\u4e0e\u5408\u89c4\u81ea\u67e5\uff0c\u89c4\u907f\u5408\u89c4\u5904\u7f5a\u98ce\u9669\u3002<br />\u7070\u4ea7\u4e0e\u8d26\u53f7\u98ce\u9669\u6cbb\u7406\uff1a\u7edf\u7b79\u6279\u91cf\u8d26\u53f7\u3001\u7f8a\u6bdb\u515a\u3001\u8bc8\u9a97\u3001\u9ed1\u7070\u4ea7\u56e2\u4f19\u6253\u51fb\u6cbb\u7406\uff0c\u4f18\u5316\u98ce\u63a7\u6a21\u578b\uff0c\u5e73\u8861\u98ce\u63a7\u6548\u679c\u4e0e\u7528\u6237\u4f53\u9a8c\u3002<br />\u56e2\u961f\u4e0e\u90e8\u95e8\u7ba1\u7406\uff1a\u8d1f\u8d23\u98ce\u63a7\u56e2\u961f\u642d\u5efa\u3001\u68af\u961f\u5efa\u8bbe\u3001\u7ee9\u6548\u8003\u6838\u3001SOP \u6d41\u7a0b\u30017*24 \u5c0f\u65f6\u503c\u5b88\u673a\u5236\u5efa\u8bbe\uff0c\u63a8\u52a8\u98ce\u63a7\u4f53\u7cfb\u6807\u51c6\u5316\u3001\u81ea\u52a8\u5316\u3001\u667a\u80fd\u5316\u5347\u7ea7\u3002<br />\u91cd\u5927\u5371\u673a\u5904\u7f6e\uff1a\u4f5c\u4e3a\u98ce\u63a7\u7b2c\u4e00\u8d1f\u8d23\u4eba\uff0c\u5904\u7406\u9ed1\u5ba2\u653b\u51fb\u3001\u8d44\u4ea7\u5f02\u5e38\u3001\u6781\u7aef\u884c\u60c5\u3001\u91cd\u5927\u5b89\u5168\u4e8b\u6545\u7b49\u7a81\u53d1\u4e8b\u4ef6\uff0c\u4e3b\u5bfc\u6b62\u635f\u3001\u590d\u76d8\u4e0e\u4f53\u7cfb\u4f18\u5316\u3002<br />\u4efb\u804c\u8981\u6c42<br />\u672c\u79d1\u53ca\u4ee5\u4e0a\u5b66\u5386\uff0c6/8 \u5e74\u4ee5\u4e0a\u5934\u90e8\u52a0\u5bc6\u4ea4\u6613\u6240\u98ce\u63a7\u7ecf\u9a8c\uff0c3 \u5e74\u4ee5\u4e0a\u98ce\u63a7\u90e8\u95e8\u8d1f\u8d23\u4eba/\u603b\u76d1\u5168\u76d8\u7ba1\u7406\u7ecf\u9a8c\u3002<br />\u719f\u6089 Top10 \u4ea4\u6613\u6240\u98ce\u63a7\u67b6\u6784\u3001\u8d44\u4ea7\u5b89\u5168\u673a\u5236\u3001\u4ea4\u6613\u98ce\u63a7\u89c4\u5219\u4e0e\u5168\u7403\u5316\u5408\u89c4\u4f53\u7cfb\uff0c\u6709\u5b8c\u6574\u98ce\u63a7\u4f53\u7cfb\u642d\u5efa\u7ecf\u9a8c\u3002<br />\u7cbe\u901a\u4ea4\u6613\u6240\u5168\u4e1a\u52a1\u98ce\u9669\u3001\u94fe\u4e0a\u8d44\u91d1\u98ce\u9669\u3001\u9ed1\u7070\u4ea7\u6253\u6cd5\u53ca AML \u53cd\u6d17\u94b1\u5408\u89c4\u4f53\u7cfb\u3002<br />\u5177\u5907\u56e2\u961f\u7ba1\u7406\u3001\u8de8\u90e8\u95e8\u63a8\u8fdb\u3001\u91cd\u5927\u98ce\u9669\u5904\u7f6e\u80fd\u529b\uff0c\u6297\u538b\u6027\u5f3a\uff0c\u9002\u914d\u52a0\u5bc6\u884c\u4e1a 7*24 \u5c0f\u65f6\u98ce\u63a7\u8282\u594f\u3002<br />\u82f1\u8bed\u53ef\u4f5c\u4e3a\u5de5\u4f5c\u8bed\u8a00\uff0c\u6709\u5168\u7403\u5316\u4e1a\u52a1\u98ce\u63a7\u3001\u6d77\u5916\u76d1\u7ba1\u5bf9\u63a5\u7ecf\u9a8c\u4f18\u5148\u3002<br />\u52a0\u5206\u9879<br />Top10 \u4ea4\u6613\u6240\u98ce\u63a7\u7ba1\u7406\u4ece\u4e1a\u7ecf\u5386\u3002<br />\u5177\u5907\u4ea4\u6613\u6240\u8d44\u4ea7\u5b89\u5168\u3001\u51b7\u70ed\u94b1\u5305\u98ce\u63a7\u3001PoR \u50a8\u5907\u91d1\u3001\u667a\u80fd\u98ce\u63a7\u5f15\u64ce\u642d\u5efa\u7ecf\u9a8c\u3002<br /><br /><br />Position \u4e8c\uff1aJava \u67b6\u6784\u5e08<br />Job Type: Full-Time \uff0cRemote<br />\u5c97\u4f4d\u804c\u8d23\uff1a<br />1 \u8d1f\u8d23\u6570\u5b57\u8d27\u5e01\u4ea4\u6613\u5e73\u53f0\u6574\u4f53\u6280\u672f\u67b6\u6784\u7684\u8bbe\u8ba1\u3001\u8bc4\u5ba1\u3001\u4f18\u5316\u548c\u6f14\u8fdb\uff0c\u5305\u62ec\u64ae\u5408\u5f15\u64ce\u3001 <br />\u94b1\u5305\u7cfb\u7edf\u3001\u6e05\u7ed3\u7b97\u7cfb\u7edf\u3001\u884c\u60c5\u7cfb\u7edf\u3001API \u7f51\u5173\u3001KYC/AML \u7cfb\u7edf\u7b49\u3002 <br />2 \u786e\u4fdd\u67b6\u6784\u80fd\u591f\u652f\u6301\u9ad8\u5e76\u53d1\u3001\u4f4e\u5ef6\u8fdf\u4ea4\u6613\u3001\u6d77\u91cf\u6570\u636e\u5904\u7406\u548c\u5b58\u50a8\u3002 <br />3 \u89c4\u5212\u7cfb\u7edf\u7684\u53ef\u6269\u5c55\u6027\u3001\u5f39\u6027\u4f38\u7f29\u80fd\u529b\uff0c\u4ee5\u5e94\u5bf9\u4e1a\u52a1\u589e\u957f\u548c\u5e02\u573a\u6ce2\u52a8\u3002 <br />\u5b89\u5168\u6027\u4e0e\u5408\u89c4\u6027\uff1a <br />1 \u4e3b\u5bfc\u8bbe\u8ba1\u548c\u5b9e\u65bd\u884c\u4e1a\u9886\u5148\u7684\u5b89\u5168\u67b6\u6784\uff0c\u5305\u62ec\u591a\u5c42\u9632\u5fa1\u3001\u52a0\u5bc6\u6280\u672f\u3001\u98ce\u9669\u63a7\u5236\u3001\u70ed/ <br />\u51b7\u94b1\u5305\u7ba1\u7406\u3001\u5bc6\u94a5\u7ba1\u7406\u7b49\uff0c\u4ee5\u4fdd\u62a4\u7528\u6237\u8d44\u4ea7\u548c\u6570\u636e\u3002 <br />2 \u786e\u4fdd\u6240\u6709\u6280\u672f\u89e3\u51b3\u65b9\u6848\u7b26\u5408\u56fd\u9645\u53ca\u5f53\u5730\u7684\u76d1\u7ba1\u8981\u6c42\uff08\u5982 AML \u3001CFT \u7b49\uff09\u3002 <br />\u6280\u672f\u9009\u578b\u4e0e\u6807\u51c6\uff1a <br />1 \u8bc4\u4f30\u5e76\u5f15\u5165\u524d\u6cbf\u6280\u672f\u3001\u5de5\u5177\u548c\u6846\u67b6\uff0c\u63d0\u5347\u7cfb\u7edf\u6027\u80fd\u3001\u5f00\u53d1\u6548\u7387\u548c\u7ef4\u62a4\u6027\u3002 <br />2 \u5236\u5b9a\u548c\u63a8\u884c\u6280\u672f\u6807\u51c6\u3001\u5f00\u53d1\u89c4\u8303\u3001\u8bbe\u8ba1\u6a21\u5f0f\u548c\u6700\u4f73\u5b9e\u8df5\u3002 <br />\u6280\u672f\u9886\u5bfc\u4e0e\u6307\u5bfc\uff1a <br />1 \u4e0e\u7814\u53d1\u56e2\u961f\u7d27\u5bc6\u5408\u4f5c\uff0c\u63d0\u4f9b\u6280\u672f\u6307\u5bfc\u548c\u89e3\u51b3\u65b9\u6848\uff0c\u89e3\u51b3\u590d\u6742\u7684\u6280\u672f\u96be\u9898\u3002 <br />2 \u53c2\u4e0e\u5173\u952e\u6280\u672f\u51b3\u7b56\uff0c\u5e76\u5411\u7ba1\u7406\u5c42\u548c\u56e2\u961f\u6e05\u6670\u9610\u8ff0\u6280\u672f\u65b9\u6848\u548c\u5f71\u54cd\u3002 <br />3 \u8d1f\u8d23\u6280\u672f\u6587\u6863\u7684\u7f16\u5199\u548c\u7ef4\u62a4\uff0c\u786e\u4fdd\u77e5\u8bc6\u5171\u4eab\u3002\u6027\u80fd\u4f18\u5316\u4e0e\u7a33\u5b9a\u6027\uff1a <br />1 \u6301\u7eed\u76d1\u63a7\u7cfb\u7edf\u6027\u80fd\uff0c\u8bc6\u522b\u74f6\u9888\u5e76\u63d0\u51fa\u4f18\u5316\u65b9\u6848\u3002 <br />2 \u8bbe\u8ba1\u9ad8\u53ef\u7528\u3001\u5bb9\u9519\u548c\u707e\u5907\u673a\u5236\uff0c\u786e\u4fdd\u7cfb\u7edf 7x24 \u5c0f\u65f6\u7a33\u5b9a\u8fd0\u884c\u3002 <br />\u4efb\u804c\u8981\u6c42\uff1a <br />\u6559\u80b2\u80cc\u666f\uff1a \u8ba1\u7b97\u673a\u79d1\u5b66\u3001\u8f6f\u4ef6\u5de5\u7a0b\u6216\u76f8\u5173\u9886\u57df\u672c\u79d1\u53ca\u4ee5\u4e0a\u5b66\u5386\u3002 <br />\u5de5\u4f5c\u7ecf\u9a8c\uff1a8 \u5e74\u4ee5\u4e0a\u8f6f\u4ef6\u5f00\u53d1\u7ecf\u9a8c\uff0c\u5176\u4e2d\u81f3\u5c11 3 \u5e74\u4ee5\u4e0a\u5728\u5927\u578b\u91d1\u878d\u79d1\u6280\u3001\u4ea4\u6613\u7cfb\u7edf\u6216\u6570\u5b57 <br />\u8d27\u5e01\u4ea4\u6613\u6240\u62c5\u4efb\u67b6\u6784\u5e08\u804c\u4f4d\u3002 <br />\u6838\u5fc3\u6280\u672f\u80fd\u529b\uff1a <br />(1) \u7cbe\u901a\u5206\u5e03\u5f0f\u7cfb\u7edf\u67b6\u6784\u8bbe\u8ba1\u3001\u5fae\u670d\u52a1\u67b6\u6784\u3001\u9ad8\u5e76\u53d1\u3001\u9ad8\u53ef\u7528\u7cfb\u7edf\u8bbe\u8ba1\u4e0e\u5b9e\u8df5\u3002 <br />(2) \u6df1\u5165\u7406\u89e3\u533a\u5757\u94fe\u6280\u672f\u3001\u52a0\u5bc6\u5b66\u3001\u5171\u8bc6\u673a\u5236\u3001\u667a\u80fd\u5408\u7ea6\u7b49\u3002 <br />(3) \u719f\u6089\u4e3b\u6d41\u516c\u94fe\uff08\u5982 Ethereum \u3001Bitcoin \u3001Solana \u7b49\uff09\u7684\u5e95\u5c42\u539f\u7406\u548c API \u3002 <br />(4) \u719f\u6089\u9ad8\u6027\u80fd\u64ae\u5408\u5f15\u64ce\u3001\u4f4e\u5ef6\u8fdf\u4ea4\u6613\u7cfb\u7edf\u6216\u7c7b\u4f3c\u91d1\u878d\u4ea4\u6613\u7cfb\u7edf\u7684\u8bbe\u8ba1\u4e0e\u4f18\u5316\u3002 <br />(5) \u719f\u6089\u81f3\u5c11\u4e00\u79cd\u4e3b\u6d41\u7f16\u7a0b\u8bed\u8a00\uff08\u5982 Java/Go/Python/C++\uff09\uff0c\u5e76\u6709\u4e30\u5bcc\u7684\u5b9e\u9645\u9879\u76ee\u7ecf\u9a8c\u3002 <br />(6) \u719f\u6089\u4e91\u8ba1\u7b97\u5e73\u53f0\uff08 AWS/Azure/GCP \uff09\u7684\u5e94\u7528\u548c\u67b6\u6784\u3002 <br />(7) \u5b89\u5168\u4e0e\u5408\u89c4\uff1a \u5bf9\u7f51\u7edc\u5b89\u5168\u3001\u7cfb\u7edf\u5b89\u5168\u3001\u6570\u636e\u5b89\u5168\u6709\u6df1\u523b\u7406\u89e3\u548c\u5b9e\u8df5\u7ecf\u9a8c\uff0c\u4e86\u89e3\u5e38\u89c1\u5b89 <br />\u5168\u6f0f\u6d1e\u53ca\u9632\u8303\u63aa\u65bd\u3002 <br />(8) \u89e3\u51b3\u95ee\u9898\u80fd\u529b\uff1a \u5177\u5907\u5353\u8d8a\u7684\u5206\u6790\u95ee\u9898\u548c\u89e3\u51b3\u95ee\u9898\u80fd\u529b\uff0c\u80fd\u591f\u72ec\u7acb\u5e94\u5bf9\u590d\u6742\u7684\u6280\u672f\u6311\u6218\u3002 <br />(9) \u6c9f\u901a\u534f\u8c03\uff1a \u4f18\u79c0\u7684\u6c9f\u901a\u80fd\u529b\u548c\u56e2\u961f\u534f\u4f5c\u80fd\u529b\uff0c\u80fd\u591f\u8de8\u56e2\u961f\u3001\u8de8\u90e8\u95e8\u8fdb\u884c\u6709\u6548\u6c9f\u901a\u3002 <br />(10) \u81f3\u5c11 3 \u5e74\u4ea4\u6613\u6240\u76f8\u540c\u5c97\u4f4d\u7ecf\u9a8c<br /><br /><br /><br />Position \u4e09\uff1a\u6d4b\u8bd5\u5de5\u7a0b\u5e08\uff08 AI+DEX \uff09<br />Job Type: Full-Time \uff0cRemote<br />\u5c97\u4f4d\u804c\u8d23\uff1a<br />\u8d1f\u8d23\u4ea4\u6613\u6240\u6838\u5fc3\u7cfb\u7edf\uff08\u64ae\u5408\u3001\u8d44\u4ea7\u3001\u5145\u63d0\u3001KYC \uff09\u7684\u529f\u80fd\u6d4b\u8bd5\u3001\u56de\u5f52\u6d4b\u8bd5\u3001\u63a5\u53e3\u6d4b\u8bd5\u53ca\u6027\u80fd\u6d4b\u8bd5\uff0c\u63a8\u52a8\u8d28\u91cf\u95ed\u73af\u3002<br />\u4efb\u804c\u8981\u6c42\uff1a<br />\u719f\u7ec3\u4f7f\u7528 JMeter/Locust \u7b49\u538b\u6d4b\u5de5\u5177\uff0c\u5177\u5907 Python/Java \u81ea\u52a8\u5316\u811a\u672c\u5f00\u53d1\u80fd\u529b\uff1b<br />\u719f\u6089 CI/CD \u4e0e\u7f3a\u9677\u7ba1\u7406\u6d41\u7a0b\uff1b<br />\u5177\u5907 3 \u5e74\u6216 10 \u5e74\u7ecf\u9a8c\uff08\u89c6\u804c\u7ea7\u800c\u5b9a\uff09\u4e14\u6709 Top3 CEX/DEX \u4efb\u804c\u80cc\u666f\u3002<br /><br /><br />Position \u56db\uff1a\u6570\u636e\u5f00\u53d1\u5de5\u7a0b\u5e08\uff08 AI+DEX \uff09<br />Job Type: Full-Time \uff0cRemote<br />\u5c97\u4f4d\u804c\u8d23\uff1a<br />\u8d1f\u8d23\u6570\u636e\u6574\u4f53\u67b6\u6784\u7684\u8bbe\u8ba1\u4e0e\u843d\u5730\u5f00\u53d1\uff0c\u540c\u65f6\u517c\u5177\u540e\u7aef\u5de5\u7a0b\u7ecf\u9a8c\u3002<br />\u4efb\u804c\u8981\u6c42\uff1a<br />\u5177\u5907 CEX/DEX \u4efb\u804c\u80cc\u666f\uff08 Top3 \u4f18\u5148\uff09\uff0c\u6709 AI \u4f7f\u7528\u7ecf\u9a8c\uff1b<br />\u8ba1\u7b97\u673a/\u6570\u5b66\u4e13\u4e1a\u672c\u79d1\u53ca\u4ee5\u4e0a\u5b66\u5386\u8005\u4f18\u5148\u3002<br /><br /><br />Position \u4e94\uff1a\u5168\u6808\u5de5\u7a0b\u5e08\uff08\u504f\u524d\u7aef\uff09<br />Job Type: Full-Time \uff0cRemote<br />\u5c97\u4f4d\u804c\u8d23\uff1a<br />\u8d1f\u8d23\u524d\u7aef\u5de5\u7a0b\u5316\u4e0e\u4ea4\u4ed8\u8d28\u91cf\uff0c\u4e3b\u5bfc Chrome \u6269\u5c55\u5f00\u53d1\u53ca Web3 \u591a\u94fe\uff08 Solana \u3001Ethereum \u7b49\uff09\u7684\u63a5\u5165\u4e0e\u4ea4\u4e92\uff1b<br />\u57fa\u4e8e Node.js \u5b8c\u6210\u540e\u7aef\u670d\u52a1\u5f00\u53d1\uff0c\u652f\u6301\u94fe\u4e0a\u6570\u636e\u540c\u6b65\u3001\u4ea4\u6613\u89e3\u6790\u53ca API \u805a\u5408\u7b49\u5168\u6808\u4efb\u52a1\uff1b<br />\u53c2\u4e0e AI \u5e94\u7528\u7684\u524d\u7aef\u96c6\u6210\uff0c\u5982\u5927\u6a21\u578b\u4ea4\u4e92\u754c\u9762\u3001\u667a\u80fd\u95ee\u7b54\u6216\u94fe\u4e0a\u6570\u636e\u5206\u6790\u5c55\u793a\u3002<br />\u4efb\u804c\u8981\u6c42\uff1a<br />5/10 \u5e74\u5de6\u53f3\u7ecf\u9a8c\uff0c\u7cbe\u901a React/TypeScript/Next.js/Vite \uff0c\u719f\u6089 Chrome \u6269\u5c55\u5f00\u53d1\uff1b<br />\u719f\u6089 Node.js \u540e\u7aef\u5f00\u53d1\uff08\u5982 Express/Nest.js \uff09\uff0c\u5177\u5907\u94fe\u4e0a\u4ea4\u4e92\u80fd\u529b\uff08\u5982 Solana Web3.js \u3001Ethers.js \uff0c\u7406\u89e3\u4ea4\u6613\u6784\u9020\u4e0e\u7b7e\u540d\u6d41\u7a0b\uff09\uff1b<br />\u4e86\u89e3 AI \u5e94\u7528\u524d\u7aef\u96c6\u6210\uff08\u5982 OpenAI API \u3001LangChain \u524d\u7aef\u8c03\u7528\u6216 RAG \u5c55\u793a\uff09\uff0c\u8ffd\u6c42\u5de5\u7a0b\u5316\u4e0e\u4ea4\u4ed8\u8d28\u91cf\uff1b<br />\u5177\u6709 Top3 CEX/DEX \u4efb\u804c\u80cc\u666f\u8005\u4f18\u5148\u3002<br /><br /><br />TG\uff1a@jtx_2023<br />E: justinxu@futuretalent.com.cn", 
      "date_published": "2026-05-24T13:09:32+00:00", 
      "title": "\u62db\u8058\uff08Web3-Remote\uff09\uff1a\r\n\u98ce\u63a7\u8d1f\u8d23\u4eba/ Java \u67b6\u6784\u5e08/\u6d4b\u8bd5\u5de5\u7a0b\u5e08/\u6570\u636e\u5f00\u53d1\u5de5\u7a0b\u5e08/\u5168\u6808\u5de5\u7a0b\u5e08\uff08\u504f\u524d\u7aef\uff09", 
      "id": "https://www.v2ex.com/t/1215130"
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    {
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        "url": "https://www.v2ex.com/member/eldenwong", 
        "name": "eldenwong", 
        "avatar": "https://cdn.v2ex.com/gravatar/10b909c25e8f98f474ce15aba981b808?s=73&d=retro"
      }, 
      "url": "https://www.v2ex.com/t/1215114", 
      "title": "\u6c42\u4e00\u4efd idc \u76f8\u5173\u7684\u5de5\u4f5c\uff0c\u64c5\u957f\u7f51\u7edc\u4f18\u5316\u53ca\u6392\u67e5", 
      "id": "https://www.v2ex.com/t/1215114", 
      "date_published": "2026-05-24T11:25:34+00:00", 
      "content_html": "<h1>Elden</h1>\n<p><strong>Linux / Kubernetes / Network Troubleshooting / Cloud / DevOps Engineer</strong></p>\n<p>\u7535\u8bdd\uff1a+86 18023186848<br/>\n\u90ae\u7bb1\uff1a <a href=\"mailto:gohu@outlook.com\">gohu@outlook.com</a><br/>\n\u8bed\u8a00\uff1a\u7ca4\u8bed\uff08\u6bcd\u8bed\uff09\uff5c\u666e\u901a\u8bdd\uff08\u6bcd\u8bed\uff09\uff5c\u82f1\u8bed\uff08\u6d41\u5229\uff09</p>\n<h2>\u4e2a\u4eba\u7b80\u4ecb</h2>\n<p>\u5177\u5907 8 \u5e74 Linux \u751f\u4ea7\u73af\u5883\u8fd0\u7ef4\u4e0e\u7a33\u5b9a\u6027\u4fdd\u969c\u7ecf\u9a8c\uff0c\u957f\u671f\u8d1f\u8d23\u7535\u5546\u7cfb\u7edf\u3001Web \u67b6\u6784\u3001\u4e91\u7aef\u670d\u52a1\u4e0e Kubernetes \u96c6\u7fa4\u7684\u6545\u969c\u6392\u67e5\u3001\u6027\u80fd\u4f18\u5316\u4e0e\u65e5\u5e38\u8fd0\u7ef4\u3002<br/>\n\u64c5\u957f\u5728\u751f\u4ea7\u73af\u5883\u4e2d\u5feb\u901f\u5b9a\u4f4d\u95ee\u9898\u6839\u56e0\uff0c\u80fd\u4ece\u7f51\u7edc\u3001\u8fdb\u7a0b\u3001\u7ebf\u7a0b\u3001\u7cfb\u7edf\u8c03\u7528\u4e0e\u5e94\u7528\u903b\u8f91\u591a\u5c42\u534f\u540c\u5206\u6790\uff0c\u5904\u7406\u5ef6\u8fdf\u3001\u5361\u987f\u3001\u8fde\u63a5\u5806\u79ef\u4e0e\u8d44\u6e90\u74f6\u9888\u7b49\u95ee\u9898\u3002<br/>\n\u72ec\u7acb\u7ef4\u62a4\u8fc7 1 \u4e2a 8 \u8282\u70b9 Kubernetes \u96c6\u7fa4\uff0c\u5e76\u5b8c\u6210 WordPress / WooCommerce \u3001\u963f\u91cc\u4e91 OSS \u3001CDN \u3001WebP \u3001SSL \u3001\u7f13\u5b58\u4e0e SEO \u7b49\u5168\u6848\u4f18\u5316\uff0c\u76f4\u63a5\u6539\u5584\u7f51\u7ad9\u8bbf\u95ee\u901f\u5ea6\u4e0e\u8fd0\u7ef4\u6210\u672c\u3002<br/>\n\u6301\u6709 CKA \u4e0e CCNA \uff0c\u5177\u5907\u4e91\u7aef\u8fc1\u79fb\u3001\u5bb9\u5668\u5316\u3001\u7f51\u7edc\u6392\u969c\u4e0e\u8fd0\u7ef4\u81ea\u52a8\u5316\u80fd\u529b\uff0c\u9002\u5408 Linux Infra \u3001DevOps \u3001Cloud Ops \u3001Platform \u7c7b\u5c97\u4f4d\u3002</p>\n<h2>\u6838\u5fc3\u80fd\u529b</h2>\n<ul>\n<li>\n<p>\u751f\u4ea7\u6392\u969c\u4e0e\u6839\u56e0\u5206\u6790\uff1a\u80fd\u6cbf\u7740\u201c\u6d41\u91cf \u2192 socket \u2192 \u8fdb\u7a0b \u2192 \u7ebf\u7a0b \u2192 \u7cfb\u7edf\u8c03\u7528 \u2192 \u5e94\u7528\u884c\u4e3a\u201d\u94fe\u8def\u5b9a\u4f4d\u95ee\u9898\uff0c\u4e0d\u505c\u7559\u5728\u8868\u9762\u73b0\u8c61\u3002</p>\n</li>\n<li>\n<p>Linux \u7f51\u7edc\u4e0e\u6027\u80fd\u89c2\u6d4b\uff1a\u64c5\u957f\u5224\u65ad\u7f51\u5361\u3001softirq \u3001socket backlog \u3001\u8fde\u63a5\u72b6\u6001\u4e0e\u8fdb\u7a0b\u8d44\u6e90\u5f52\u5c5e\uff0c\u533a\u5206\u7f51\u7edc\u3001\u5185\u6838\u3001\u8fdb\u7a0b\u4e0e\u5e94\u7528\u95ee\u9898\u3002</p>\n</li>\n<li>\n<p>\u591a\u7ebf\u7a0b\u8fdb\u7a0b\u5206\u6790\uff1a\u80fd\u7528\u8fdb\u7a0b\u4e0e\u7ebf\u7a0b\u89c6\u89d2\u627e\u51fa\u771f\u6b63\u6d88\u8017\u8d44\u6e90\u7684\u5de5\u4f5c\u5355\u5143\uff0c\u5206\u6790\u9501\u7b49\u5f85\u3001I/O \u963b\u585e\u4e0e epoll \u884c\u4e3a\u3002</p>\n</li>\n<li>\n<p>Kubernetes \u4e0e\u5165\u53e3\u6d41\u91cf\uff1a\u7406\u89e3 Ingress Nginx \u3001\u8def\u7531\u3001TLS \u4e0e\u8d1f\u8f7d\u5747\u8861\uff0c\u80fd\u5904\u7406\u96c6\u7fa4\u5165\u53e3\u4e0e\u4e0a\u6e38\u670d\u52a1\u95ee\u9898\u3002</p>\n</li>\n<li>\n<p>Web \u6027\u80fd\u4f18\u5316\uff1a\u80fd\u72ec\u7acb\u5b8c\u6210 WordPress / WooCommerce \u7684\u9759\u6001\u8d44\u6e90\u3001\u56fe\u7247\u5206\u53d1\u3001\u7f13\u5b58\u4e0e SSL \u4f18\u5316\u3002</p>\n</li>\n<li>\n<p>\u4e91\u5e73\u53f0\u4e0e\u81ea\u52a8\u5316\uff1a\u719f\u6089\u963f\u91cc\u4e91 ECS / RDS / OSS \u3001Shell / Python \u81ea\u52a8\u5316\u3001GitHub Actions \u3001Docker \u4e0e\u57fa\u7840 CI/CD \u3002</p>\n</li>\n</ul>\n"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/AriaWanax", 
        "name": "AriaWanax", 
        "avatar": "https://cdn.v2ex.com/avatar/776f/9db0/772095_large.png?m=1761540088"
      }, 
      "url": "https://www.v2ex.com/t/1214951", 
      "date_modified": "2026-05-23T14:38:13+00:00", 
      "content_html": "\u8fdc\u7a0b\u529e\u516c\uff0c\u5f39\u6027\u5236\u4e0d\u6253\u5361<br /><br />\u9762\u8bd5\u65b9\u5f0f\uff1a\u7ebf\u4e0a\u9762\u8bd5<br /><br />TG: @<a target=\"_blank\" href=\"/member/AriaWanax\" rel=\"nofollow noopener\">AriaWanax</a><br />VX: Aurora_Wanax<br /><br />\u82f1\u8bed\u793e\u7fa4\u5ba2\u670d<br /><br />\u5c97\u4f4d\u804c\u8d23\uff1a<br />- \u8d1f\u8d23\u82f1\u6587\u793e\u7fa4\uff08 Telegram / Discord \uff09\u7684\u65e5\u5e38\u8fd0\u8425\u4e0e\u7ef4\u62a4<br />- \u53ca\u65f6\u3001\u4e13\u4e1a\u5730\u56de\u590d\u7528\u6237\u54a8\u8be2\uff08\u5305\u62ec\u4ea4\u6613\u3001\u8d26\u6237\u3001\u5145\u503c\u63d0\u73b0\u7b49\u95ee\u9898\uff09<br />- \u6307\u5bfc\u7528\u6237\u5b8c\u6210\u57fa\u7840\u64cd\u4f5c\uff0c\u5982\u6ce8\u518c\u3001KYC \u3001\u5145\u503c\u3001\u63d0\u73b0\u53ca\u4ea4\u6613\u6d41\u7a0b<br />- \u76d1\u63a7\u793e\u7fa4\u8206\u60c5\uff0c\u53ca\u65f6\u53d1\u73b0\u6f5c\u5728\u98ce\u9669\u6216\u8d1f\u9762\u60c5\u7eea<br />- \u5bf9\u63a5\u5185\u90e8\u56e2\u961f\uff0c\u534f\u52a9\u5904\u7406\u5f02\u5e38\u60c5\u51b5\u3001\u6295\u8bc9\u53ca\u7a81\u53d1\u4e8b\u4ef6<br />- \u7ef4\u62a4\u793e\u7fa4\u79e9\u5e8f\uff0c\u7ba1\u7406\u8fdd\u89c4\u3001\u5e7f\u544a\u53ca\u6076\u610f\u884c\u4e3a<br />- \u6536\u96c6\u7528\u6237\u53cd\u9988\uff0c\u6574\u7406\u5e38\u89c1\u95ee\u9898\u5e76\u8fdb\u884c\u5185\u90e8\u6c47\u603b<br />- \u534f\u52a9\u6267\u884c\u793e\u7fa4\u6d3b\u52a8\uff08\u5982\u6d3b\u52a8\u3001AMA \u3001\u8fd0\u8425\u4efb\u52a1\u7b49\uff09\uff0c\u63d0\u5347\u6d3b\u8dc3\u5ea6<br />\u5c97\u4f4d\u8981\u6c42\uff1a<br />- \u5177\u5907\u826f\u597d\u7684\u4e2d\u6587\u548c\u82f1\u6587\u542c\u8bf4\u8bfb\u5199\u80fd\u529b<br />- \u81f3\u5c11 1 \u5e74\u4ee5\u4e0a\u52a0\u5bc6\u8d27\u5e01\u4ea4\u6613\u6240\u5ba2\u670d\u6216\u793e\u7fa4\u8fd0\u8425\u7ecf\u9a8c<br />- \u719f\u6089\u57fa\u7840 Web3 \u6982\u5ff5\uff08\u94b1\u5305\u3001\u8f6c\u8d26\u3001Gas Fee \u3001\u7f51\u7edc\u7b49\uff09<br />- \u719f\u7ec3\u4f7f\u7528 Telegram \u3001Discord \u7b49\u793e\u7fa4\u5de5\u5177<br />- \u6c9f\u901a\u80fd\u529b\u5f3a\uff0c\u6709\u8010\u5fc3\uff0c\u670d\u52a1\u610f\u8bc6\u5f3a<br /><br />\u82f1\u8bed\u7ebf\u4e0a\u5ba2\u670d<br /><br />Responsibilities:<br /> - Provide customer support in English through online chat, ticketing systems, and other channels, answering user inquiries related to account, deposit, withdrawal, and trading issues;<br /> - Assist in troubleshooting and collecting user feedback, and promptly escalate technical or urgent issues to internal teams;<br /> - Deliver a friendly and professional customer service experience to enhance user satisfaction;<br /> - Support the localization and communication of official events and announcements;<br /> - Participate in shift rotations as required to ensure 24/7 service coverage.<br /><br />Requirements<br /> - English as a working language;<br /> - At least 1 year of experience in online customer service, preferably in a cryptocurrency exchange;<br /> - Familiar with basic concepts of cryptocurrency and blockchain, and able to quickly understand and resolve user issues;<br /> - Patient, detail-oriented, with strong communication and stress-handling skills;<br /> - Able to adapt to remote work and shift schedules.", 
      "date_published": "2026-05-23T09:28:59+00:00", 
      "title": "Crypto CEX Hiring \u82f1\u8bed\u793e\u7fa4\u5ba2\u670d & \u82f1\u8bed\u7ebf\u4e0a\u5ba2\u670d \u8fdc\u7a0b\u529e\u516c", 
      "id": "https://www.v2ex.com/t/1214951"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/michaelee", 
        "name": "michaelee", 
        "avatar": "https://cdn.v2ex.com/avatar/a5db/7e0c/289079_large.png?m=1779439658"
      }, 
      "url": "https://www.v2ex.com/t/1214754", 
      "date_modified": "2026-05-23T00:54:27+00:00", 
      "content_html": "<h2><strong>\u804c\u4f4d\u6982\u8ff0</strong></h2>\n<p>\u6211\u4eec\u6b63\u5728\u5bfb\u627e\u4e00\u540d <strong>\u533a\u5757\u94fe\u5f00\u53d1\u5de5\u7a0b\u5e08</strong>\uff0c\u8d1f\u8d23\u8bbe\u8ba1\u3001\u5f00\u53d1\u548c\u7ef4\u62a4 <strong>MotorMint \uff08\u57fa\u4e8e\u533a\u5757\u94fe\u7684\u6c7d\u8f66\u4ea4\u6613\u5e73\u53f0\uff09</strong> \u7684\u6838\u5fc3\u533a\u5757\u94fe\u6a21\u5757\u3002</p>\n<p>\u4f60\u5c06\u8d1f\u8d23\u6784\u5efa <strong>\u5b89\u5168\u3001\u9ad8\u6027\u80fd\u7684\u667a\u80fd\u5408\u7ea6</strong>\uff0c\u7528\u4e8e\u8f66\u8f86\u8d44\u4ea7\u4e0a\u94fe\u3001\u4ea4\u6613\u6d41\u7a0b\u3001\u652f\u4ed8\u7ed3\u7b97\u3001\u6570\u636e\u53ef\u4fe1\u5b58\u8bc1\u4ee5\u53ca\u76f8\u5173\u4ee3\u5e01\u6216\u79ef\u5206\u673a\u5236\uff0c\u786e\u4fdd\u6c7d\u8f66\u4e70\u5356\u8fc7\u7a0b\u7684 <strong>\u900f\u660e\u6027\u3001\u53ef\u8ffd\u6eaf\u6027\u548c\u53ef\u4fe1\u5ea6</strong>\u3002</p>\n<p>\u4f60\u5c06\u4e0e <strong>\u524d\u7aef\u548c\u540e\u7aef\u5de5\u7a0b\u5e08</strong> \u7d27\u5bc6\u5408\u4f5c\uff0c\u5c06\u667a\u80fd\u5408\u7ea6\u7a33\u5b9a\u96c6\u6210\u5230\u5e73\u53f0\u4e2d\uff0c\u4f18\u5316 <strong>Gas \u6210\u672c\u548c\u5408\u7ea6\u6027\u80fd</strong>\uff0c\u5e76\u5b9e\u65bd\u6700\u4f73\u5b89\u5168\u5b9e\u8df5\uff0c\u4fdd\u969c\u7528\u6237\u8d44\u4ea7\u3001\u4ea4\u6613\u6570\u636e\u548c\u5e73\u53f0\u6574\u4f53\u5b89\u5168\u3002</p>\n<p>\u8be5\u5c97\u4f4d\u662f HotCarMint <strong>\u7684\u6838\u5fc3\u6280\u672f\u89d2\u8272</strong>\uff0c\u5bf9\u5e73\u53f0\u7684 <strong>\u7a33\u5b9a\u6027\u3001\u53ef\u6269\u5c55\u6027\u4ee5\u53ca\u7528\u6237\u4f53\u9a8c</strong> \u5177\u6709\u76f4\u63a5\u5f71\u54cd\uff0c\u9002\u5408\u5e0c\u671b\u53c2\u4e0e\u771f\u5b9e\u843d\u5730\u9879\u76ee\u5e76\u4ea7\u751f\u957f\u671f\u4ef7\u503c\u7684\u9ad8\u7ea7\u533a\u5757\u94fe\u5de5\u7a0b\u5e08\u3002</p>\n<hr/>\n<h2><strong>\u4e3b\u8981\u804c\u8d23</strong></h2>\n<ul>\n<li>\u8bbe\u8ba1\u5e76\u90e8\u7f72\u5b89\u5168\u7684\u667a\u80fd\u5408\u7ea6\uff08 Solidity \u3001Rust \uff09</li>\n<li>\u5b9e\u73b0 DeFi \u6a21\u5757\uff08\u8d28\u62bc\u3001\u501f\u8d37\u3001\u6d41\u52a8\u6027\uff09</li>\n<li>\u6784\u5efa\u8de8\u94fe\u6865\u4e0e\u533a\u5757\u94fe\u4e92\u64cd\u4f5c\u5c42</li>\n<li>\u5ba1\u8ba1\u5e76\u4f18\u5316 Gas \u6210\u672c\u4e0e\u5408\u7ea6\u6027\u80fd</li>\n<li>\u4e0e\u524d\u7aef / \u540e\u7aef\u56e2\u961f\u534f\u4f5c\uff0c\u5b9e\u73b0\u65e0\u7f1d\u7cfb\u7edf\u96c6\u6210</li>\n</ul>\n<hr/>\n<h2><strong>\u4efb\u804c\u8981\u6c42</strong></h2>\n<ul>\n<li>\u7cbe\u901a Solidity \u53ca EVM \u517c\u5bb9\u516c\u94fe</li>\n<li>\u719f\u6089 DeFi \u534f\u8bae\u4e0e\u4ee3\u5e01\u6807\u51c6\uff08 ERC-20 \u3001ERC-721 \u3001ERC-1155 \uff09</li>\n<li>\u5177\u5907\u667a\u80fd\u5408\u7ea6\u6d4b\u8bd5\u7ecf\u9a8c\uff08 Hardhat \u3001Truffle \u3001Foundry \uff09</li>\n<li>\u5bf9\u667a\u80fd\u5408\u7ea6\u5b89\u5168\u6700\u4f73\u5b9e\u8df5\u6709\u6df1\u5165\u7406\u89e3</li>\n</ul>\n<p>\u5de5\u4f5c\u5730\u70b9\uff1a\u8fdc\u7a0b</p>\n<p>\u9879\u76ee\u5468\u671f\uff1a2 \uff5e 3 \u5e74</p>\n<p>\u5de5\u4f5c\u7c7b\u578b\uff1a\u5168\u804c\u6216\u517c\u804c\uff08\u6700\u4f4e\u6bcf\u5468 10\u201315 \u5c0f\u65f6\uff09</p>\n<p>\u85aa\u8d44\u8303\u56f4\uff1a</p>\n<ul>\n<li>\u5168\u804c\uff1a12,000\u201318,000 \u7f8e\u5143 / \u6708</li>\n<li>\u517c\u804c / \u5408\u540c\u5236\uff1a70\u2013100 \u7f8e\u5143 / \u5c0f\u65f6</li>\n</ul>\n<h2><strong>\u989d\u5916\u8981\u6c42</strong></h2>\n<ul>\n<li>\n<p>\u82f1\u6587\u80fd\u6c9f\u901a\u5373\u53ef\uff0c\u9762\u8bd5\u9700\u8981\u7528\u5230\u82f1\u6587</p>\n</li>\n<li>\n<p>\u8054\u7cfb\u65b9\u5f0f wx: d29haW5pemdsenk=</p>\n</li>\n</ul>\n", 
      "date_published": "2026-05-22T08:50:55+00:00", 
      "title": "\u533a\u5757\u94fe\u5f00\u53d1\u5de5\u7a0b\u5e08", 
      "id": "https://www.v2ex.com/t/1214754"
    }
  ]
}