\u5982\u679c\u8bf42024\u5e74\u662fAI\u5bf9\u8bdd\u6a21\u578b\u7684\u519b\u5907\u7ade\u8d5b\uff0c\u90a32025\u5e74\u5c31\u662f\u7f16\u7a0bAgent\u7684\u8bf8\u795e\u9ec4\u660f\u3002\u8fc7\u53bb\u4e24\u4e2a\u6708\uff0cGoogle\u53d1\u5e03\u4e86Jules\uff0cAnthropic\u628aClaude Code\u4ece\u5b9e\u9a8c\u9879\u76ee\u63a8\u5230\u4e86\u6b63\u5f0f\u7248\uff0cCursor\u548cWindsurf\u76f8\u7ee7\u653e\u51fa\u5927\u62db\uff0c\u8fdeGitHub Copilot\u90fd\u6362\u4e86\u4e2a\u8111\u5b50\u3002\u4f5c\u4e3a\u6bcf\u5929\u8ddf\u8fd9\u4e9b\u5de5\u5177\u6253\u4ea4\u9053\u7684\u5f00\u53d1\u8005\uff0c\u6211\u6765\u8bf4\u70b9\u5b9e\u5728\u7684\u3002<\/p>\n
## \u6218\u573a\u683c\u5c40\uff1a\u8c01\u5728\u5377\u4ec0\u4e48<\/p>\n
\u5148\u8bf4\u4e2a\u5927\u80cc\u666f\uff1a\u7f16\u7a0bAgent\u548cAI\u8865\u5168\u63d2\u4ef6\u662f\u4e24\u56de\u4e8b\u3002Copilot\u521a\u51fa\u6765\u90a3\u4f1a\u513f\uff0c\u5927\u5bb6\u89c9\u5f97”\u80fd\u81ea\u52a8\u8865\u5168\u4ee3\u7801\u5df2\u7ecf\u5f88\u725b\u4e86”\u3002\u73b0\u5728\u56de\u5934\u770b\uff0c\u90a3\u53ea\u662f\u5f00\u80c3\u83dc\u3002<\/p>\n
\u73b0\u5728\u7684Agent\u7ea7\u5de5\u5177\uff0c\u7279\u70b9\u662f\u80fd**\u72ec\u7acb\u5b8c\u6210\u4e00\u4e2a\u4efb\u52a1\u95ed\u73af**\uff1a\u7406\u89e3\u9700\u6c42\u2192\u5199\u4ee3\u7801\u2192\u8dd1\u6d4b\u8bd5\u2192\u4feebug\u2192\u63d0\u4ea4PR\u3002\u8fd9\u4e2d\u95f4\u4e0d\u9700\u8981\u4f60\u9010\u884c\u76ef\u7740\u3002<\/p>\n
\u51e0\u4e2a\u4e3b\u6d41\u9009\u624b\uff1a<\/p>\n
**Claude Code** \u2014 Anthropic\u7684\u7ec8\u7aefAgent\u3002\u76f4\u63a5\u5728terminal\u91cc\u8dd1\uff0c\u7ed1\u5b9a\u4f60\u7684git\u4ed3\u5e93\u3002\u4f18\u70b9\u662f\u4e0a\u4e0b\u6587\u7a97\u53e3\u5de8\u5927\uff08200K token+\uff09\uff0c\u4ee3\u7801\u7406\u89e3\u548c\u91cd\u6784\u80fd\u529b\u6781\u5f3a\u3002\u7f3a\u70b9\u662f\u8981\u81ea\u5df1\u914d\u73af\u5883\u3002<\/p>\n
**Google Jules** \u2014 \u521a\u51fa\u6ca1\u591a\u4e45\uff0c\u8d70\u5f02\u6b65\u8def\u7ebf\u3002\u4f60\u628aissue\u4e22\u7ed9\u5b83\uff0c\u5b83\u5728GCP\u7684\u6c99\u7bb1\u91cc\u8dd1\u5b8c\u7ed9\u4f60\u8fd4\u56dePR\u3002\u9002\u5408\u4e0d\u60f3\u5360\u672c\u5730\u8d44\u6e90\u7684\u56e2\u961f\u3002<\/p>\n
**Cursor** \u2014 VS Code\u9b54\u6539\u7248\uff0c\u5185\u7f6eAgent\u6a21\u5f0f\u3002\u5b9e\u6d4bTab\u8865\u5168\u901f\u5ea6\u4ecd\u7136\u662f\u6700\u5feb\u7684\uff0cComposer\u7684\u8de8\u6587\u4ef6\u91cd\u6784\u5f88\u7a33\u3002\u8001\u9648\uff08\u6211\u7684\u524d\u540c\u4e8b\uff09\u4eceWebStorm\u8f6c\u8fc7\u6765\u540e\u76f4\u547c\u771f\u9999\u3002<\/p>\n
**Windsurf** \u2014 Codeium\u5bb6\u7684IDE\uff0c\u4e3b\u6253Cascade\u6d41\u5f0f\u534f\u4f5c\u3002\u7279\u70b9\u662f\u5b83\u8fb9\u5199\u8fb9\u89e3\u91ca\u601d\u8def\uff0c\u9002\u5408\u5e26\u65b0\u4eba\u3002<\/p>\n
## \u6211\u7684\u5b9e\u6d4b\u611f\u53d7<\/p>\n
\u6700\u8fd1\u4e00\u4e2a\u6708\uff0c\u6211\u5728\u4e00\u4e2a\u4e2d\u578bGo\u9879\u76ee\uff08\u7ea615\u4e07\u884c\u4ee3\u7801\uff09\u4e0a\u5206\u522b\u7528\u8fd9\u51e0\u5957\u5de5\u5177\u505a\u4e86\u5bf9\u6bd4\u6d4b\u8bd5\uff0c\u4efb\u52a1\u662f\u4ece\u96f6\u5b9e\u73b0\u4e00\u4e2a\u5206\u5e03\u5f0f\u9650\u6d41\u7ec4\u4ef6\u3002<\/p>\n
**Claude Code** \u8868\u73b0\u6700\u4eae\u773c\u3002\u6211\u7ed9\u4e86\u5b83\u9879\u76ee\u7ed3\u6784\u63cf\u8ff0\u548c\u51e0\u6bb5\u5df2\u6709\u4ee3\u7801\u793a\u4f8b\uff0c\u5b83\u76f4\u63a5\u751f\u6210\u4e86\u5b8c\u6574\u7684\u4ee4\u724c\u6876\u7b97\u6cd5\u5b9e\u73b0\uff0c\u5305\u62ecgRPC\u4e2d\u95f4\u4ef6\u5c01\u88c5\u3001Redis Lua\u811a\u672c\u3001\u7194\u65ad\u964d\u7ea7\u903b\u8f91\u3002\u7b2c\u4e00\u6b21\u751f\u6210\u7684\u4ee3\u7801\uff0c\u80fd\u76f4\u63a5\u7f16\u8bd1\u901a\u8fc7\u7684\u5c31\u6709\u4e03\u6210\u3002<\/p>\n
“`bash
\n# Claude Code \u5de5\u4f5c\u6d41\u793a\u4f8b
\n$ claude code –context “\u5b9e\u73b0\u4e00\u4e2a\u57fa\u4e8e\u4ee4\u724c\u6876\u7684\u5206\u5e03\u5f0f\u9650\u6d41\u5668\uff0c\u53c2\u8003internal\/pkg\u4e0b\u5df2\u6709\u7684\u4e2d\u95f4\u4ef6\u98ce\u683c”
\n> Claude \u5206\u6790\u4e86\u9879\u76ee\u7ed3\u6784\uff0c\u751f\u6210\u4e86 6 \u4e2a\u6587\u4ef6
\n> \u8fd0\u884c go build \u2014 2 \u4e2a\u7f16\u8bd1\u9519\u8bef
\n> Claude \u81ea\u52a8\u4fee\u590d\u4e86\u63a5\u53e3\u7b7e\u540d\u4e0d\u5339\u914d\u7684\u95ee\u9898
\n> \u518d\u6b21 go build \u2014 \u901a\u8fc7
\n> \u8fd0\u884c\u5355\u5143\u6d4b\u8bd5 \u2014 \u8986\u76d6\u7387 83%
\n“`<\/p>\n
**Cursor Composer** \u5728\u8fd9\u4e2a\u573a\u666f\u4e0b\u7a0d\u900a\u4e00\u7b79\uff0c\u4e3b\u8981\u662f\u8de8\u591a\u4e2a\u6587\u4ef6\u7684\u5927\u8303\u56f4\u91cd\u6784\u65f6\u5076\u5c14\u51fa\u73b0”\u5e7b\u89c9\u5f15\u7528”\u2014\u2014\u5b83\u81ea\u5df1\u7f16\u9020\u4e86\u4e00\u4e2a\u4e0d\u5b58\u5728\u7684\u7ed3\u6784\u4f53\u540d\u3002\u4f46\u65e5\u5e38\u7f16\u7801\u4e2d\uff0c\u5b83\u7684Tab\u8865\u5168\u51c6\u786e\u7387\u6781\u9ad8\uff0c\u808c\u8089\u8bb0\u5fc6\u7ea7\u522b\u7684\u6d41\u7545\u3002<\/p>\n
**Jules** \u6211\u7528\u7684\u4e0d\u591a\uff0c\u4e3b\u8981\u662f\u5b83\u7684\u5f02\u6b65\u6a21\u5f0f\u4e0d\u592a\u9002\u5408\u6211\u8fd9\u79cd\u4e60\u60ef\u8fb9\u5199\u8fb9\u8c03\u8bd5\u7684\u4eba\u3002\u4f46\u5982\u679c\u4f60\u7684\u56e2\u961f\u8d70GitHub Issue\u9a71\u52a8\u5f00\u53d1\uff0cJules\u7684\u81ea\u52a8PR\u6d41\u7a0b\u786e\u5b9e\u7701\u4e8b\u3002<\/p>\n
## \u9009\u578b\u5efa\u8bae<\/p>\n
\u6ca1\u6709\u94f6\u5f39\u3002\u6211\u7684\u5efa\u8bae\uff1a<\/p>\n
**\u9009Claude Code\uff0c\u5982\u679c\uff1a**
\n– \u4f60\u4e60\u60ef\u7ec8\u7aef\u5de5\u4f5c\u6d41\uff0c\u4e0d\u4f9d\u8d56IDE
\n– \u9879\u76ee\u7ed3\u6784\u590d\u6742\uff0c\u9700\u8981\u5927\u4e0a\u4e0b\u6587\u7406\u89e3
\n– \u91cd\u6784\u548c\u751f\u6210\u6838\u5fc3\u903b\u8f91\u662f\u4f60\u7684\u75db\u70b9<\/p>\n
**\u9009Cursor\uff0c\u5982\u679c\uff1a**
\n– \u4f60\u662fVS Code\u7528\u6237\uff0c\u4e0d\u60f3\u5207\u6362\u7f16\u8f91\u5668
\n– \u65e5\u5e38\u7f16\u7801\u91cf\u5927\uff0c\u9700\u8981\u6781\u81f4\u7684\u8865\u5168\u901f\u5ea6
\n– \u5927\u591a\u6570\u65f6\u5019\u5728\u5c0f\u8303\u56f4\u6587\u4ef6\u5185\u4fee\u6539<\/p>\n
**\u9009Jules\uff0c\u5982\u679c\uff1a**
\n– \u4f60\u4eec\u56e2\u961f\u5df2\u7ecf\u6df1\u5ea6\u7ed1\u5b9aGCP
\n– \u7528GitHub Issues\u7ba1\u7406\u4efb\u52a1
\n– \u60f3\u8981”\u665a\u4e0a\u63d0issue\uff0c\u65e9\u4e0a\u6536PR”\u7684\u5f02\u6b65\u5de5\u4f5c\u6d41<\/p>\n
**\u9009Windsurf\uff0c\u5982\u679c\uff1a**
\n– \u4f60\u5728\u5e26\u65b0\u4eba\uff0c\u9700\u8981\u5de5\u5177\u8fb9\u5199\u8fb9\u89e3\u91ca
\n– \u4e0d\u60f3\u652f\u4ed8Cursor\u7684\u8ba2\u9605\u8d39\uff08Windsurf\u514d\u8d39\u5c42\u8fd8\u7b97\u591f\u7528\uff09<\/p>\n
## \u4e00\u4e9b\u8e29\u5751\u8bb0\u5f55<\/p>\n
1. **Agent\u751f\u6210\u7684\u4ee3\u7801\uff0cgolint\u4e00\u5b9a\u8981\u8dd1\u3002** Claude Code\u867d\u7136\u7406\u89e3Go\u7684\u60ef\u7528\u6cd5\uff0c\u4f46\u5076\u5c14\u4f1a\u5199\u51faPython\u98ce\u683c\u7684\u9519\u8bef\u5904\u7406\uff08\u8fd4\u56detuple\u800c\u4e0d\u662ferror\uff09\u3002\u5176\u4ed6\u8bed\u8a00\u540c\u7406\u3002<\/p>\n
2. **\u4e0a\u4e0b\u6587\u4e0d\u662f\u8d8a\u957f\u8d8a\u597d\u3002** 200K token\u7684\u4e0a\u4e0b\u6587\u610f\u5473\u7740Agent\u8981\u626b\u63cf\u66f4\u591a\u566a\u58f0\u3002\u6211\u7684\u505a\u6cd5\u662f\u5728\u9879\u76ee\u6839\u76ee\u5f55\u7ef4\u62a4\u4e00\u4e2a`.claude-context.md`\uff0c\u624b\u52a8\u6307\u5b9a\u5173\u952e\u6a21\u5757\u7684\u5165\u53e3\u4f4d\u7f6e\u548c\u8bbe\u8ba1\u7ea6\u5b9a\u3002<\/p>\n
3. **\u522b\u8ba9Agent\u76f4\u63a5\u64cd\u4f5c\u751f\u4ea7\u73af\u5883\u3002** \u8fd9\u662f\u4e2a\u57fa\u672c\u5e38\u8bc6\uff0c\u4f46\u6211\u771f\u89c1\u8fc7\u6709\u4eba\u7ed9Agent\u914d\u4e86prod\u6570\u636e\u5e93\u7684\u53ea\u8bfb\u6743\u9650\uff0c\u7ed3\u679cAgent\u6839\u636e\u6d4b\u8bd5\u6570\u636e”\u63a8\u65ad”\u51fa\u4e86\u751f\u4ea7\u914d\u7f6e\u53d8\u66f4\u3002<\/p>\n
4. **Jules\u7684\u6c99\u7bb1\u9694\u79bb\u503c\u5f97\u501f\u9274\u3002** Google\u628aAgent\u9650\u5236\u5728\u4e00\u4e2a\u4e34\u65f6\u5bb9\u5668\u91cc\u8dd1\uff0c\u8dd1\u5b8c\u9500\u6bc1\u3002\u8fd9\u4e2a\u601d\u8def\u6bcf\u4e2a\u56e2\u961f\u90fd\u5e94\u8be5\u53c2\u8003\uff0c\u4e0d\u7ba1\u7528\u54ea\u4e2a\u5de5\u5177\u3002<\/p>\n
## \u5c55\u671b<\/p>\n
AI\u7f16\u7a0bAgent\u8fd8\u5728\u65e9\u671f\u3002\u867d\u7136\u5df2\u7ecf\u80fd\u5904\u7406\u4e0d\u5c11\u810f\u6d3b\u7d2f\u6d3b\uff0c\u4f46\u79bb”\u66ff\u4ee3\u7a0b\u5e8f\u5458”\u8fd8\u6709\u5341\u4e07\u516b\u5343\u91cc\u3002\u6211\u66f4\u770b\u597d\u5b83\u4f5c\u4e3a**\u7ed3\u5bf9\u7f16\u7a0b\u7684\u526f\u9a7e\u9a76**\u8fd9\u4e2a\u5b9a\u4f4d\u2014\u2014\u5b83\u63a5\u66ff\u4f60\u53bb\u505a\u90a3\u4e9b\u91cd\u590d\u6027\u7684CRUD\u3001\u8865\u6d4b\u8bd5\u3001\u5199\u6587\u6863\u7684\u4e8b\uff0c\u628a\u771f\u6b63\u9700\u8981\u51b3\u7b56\u7684\u5de5\u4f5c\u7559\u7ed9\u4eba\u7c7b\u3002<\/p>\n
\u5de5\u5177\u4f1a\u8d8a\u6765\u8d8a\u5377\uff0c\u4f46\u5bf9\u5f00\u53d1\u8005\u6765\u8bf4\u662f\u597d\u4e8b\u3002\u591a\u8bd5\u8bd5\uff0c\u627e\u5230\u9002\u5408\u4f60\u548c\u56e2\u961f\u8282\u594f\u7684\u90a3\u4e00\u5957\u3002<\/p>\n
\u987a\u5e26\u4e00\u63d0\uff0c\u5982\u679c\u4f60\u8fd8\u6ca1\u8bd5\u8fc7\u672c\u5730\u8fd0\u884cAI\u7f16\u7a0b\u52a9\u624b\uff0c\u53ef\u4ee5\u770b\u770bOllama + Continue\u7684\u7ec4\u5408\uff0c\u867d\u7136\u80fd\u529b\u6bd4\u4e91\u7aef\u5dee\u4e00\u622a\uff0c\u4f46\u80dc\u5728\u514d\u8d39\u4e14\u9690\u79c1\u5b89\u5168\u3002\u4e0b\u6b21\u6709\u7a7a\u6211\u5355\u72ec\u5199\u4e00\u7bc7\u672c\u5730\u90e8\u7f72\u7684\u5b9e\u64cd\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"
\u5982\u679c\u8bf42024\u5e74\u662fAI\u5bf9\u8bdd\u6a21\u578b\u7684\u519b\u5907\u7ade\u8d5b\uff0c\u90a32025\u5e74\u5c31\u662f\u7f16\u7a0bAgent\u7684\u8bf8\u795e\u9ec4\u660f\u3002\u8fc7\u53bb\u4e24\u4e2a\u6708\uff0cGoogle\u53d1… \u7ee7\u7eed\u9605\u8bfb AI\u7f16\u7a0b\u52a9\u624b\u7684\u5185\u5377\u4e4b\u6218\uff1aClaude Code\u3001Cursor\u3001Jules \u5230\u5e95\u600e\u4e48\u9009<\/span><\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[5],"tags":[],"class_list":["post-155","post","type-post","status-publish","format-standard","hentry","category-ai-frontier"],"_links":{"self":[{"href":"https:\/\/zoran.090702.xyz\/index.php?rest_route=\/wp\/v2\/posts\/155","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/zoran.090702.xyz\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/zoran.090702.xyz\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/zoran.090702.xyz\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/zoran.090702.xyz\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=155"}],"version-history":[{"count":1,"href":"https:\/\/zoran.090702.xyz\/index.php?rest_route=\/wp\/v2\/posts\/155\/revisions"}],"predecessor-version":[{"id":156,"href":"https:\/\/zoran.090702.xyz\/index.php?rest_route=\/wp\/v2\/posts\/155\/revisions\/156"}],"wp:attachment":[{"href":"https:\/\/zoran.090702.xyz\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=155"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/zoran.090702.xyz\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=155"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/zoran.090702.xyz\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=155"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}