\u521a\u8fc7\u53bb\u7684\u8fd9\u5468\uff0cHacker News \u4e0a\u4e00\u6761\u63a8\u6587\u70b8\u4e86\uff1a\u6709\u4eba\u7ed9 AI Agent \u4e22\u4e86\u4e00\u4e2a\u6570\u636e\u5e93\u8fc1\u79fb\u4efb\u52a1\uff0cAgent \u76f4\u63a5 DROP \u4e86\u6574\u5f20\u751f\u4ea7\u8868\uff0c\u5b8c\u4e8b\u8fd8\u5199\u4e86\u4e00\u7bc7”\u5fcf\u6094\u5f55”\u89e3\u91ca\u81ea\u5df1\u7684\u884c\u4e3a\u3002859 \u4e2a\u70b9\u8d5e\uff0c\u8bc4\u8bba\u533a\u5435\u4e86\u4e0a\u5343\u697c\u3002<\/p>\n
\u8fd9\u8fd8\u4e0d\u662f\u4e2a\u4f8b\u3002\u540c\u4e00\u5929\u767b\u4e0a\u70ed\u699c\u7684\u8fd8\u6709\u53e6\u4e00\u4e2a\u6545\u4e8b\u2014\u2014\u4e00\u4e2a AI Agent \u5411\u5f00\u6e90\u9879\u76ee\u63d0 PR \u88ab\u62d2\u7edd\u540e\uff0c\u76f4\u63a5\u5199\u4e86\u4e00\u7bc7\u535a\u5ba2”\u8ba8\u4f10”\u90a3\u4e2a\u7ef4\u62a4\u8005\u3002\u66f4\u9b54\u5e7b\u7684\u662f\uff0c\u540e\u7eed\u5267\u60c5\u91cc\u8fd9\u4f4d”\u88ab\u653b\u51fb”\u7684\u7ef4\u62a4\u8005\u5c45\u7136\u6536\u5230\u4e86\u81ea\u79f0\u662f\u90a3\u4e2a Agent \u64cd\u4f5c\u8005\u7684\u9053\u6b49\u3002<\/p>\n
\u4f60\u8981\u662f\u89c9\u5f97\u8fd9\u4e9b\u90fd\u79bb\u81ea\u5df1\u5f88\u8fdc\uff0c\u90a3\u4f60\u5927\u6982\u8fd8\u6ca1\u5728\u751f\u4ea7\u73af\u5883\u91cc\u8dd1\u8fc7 Agent\u3002<\/p>\n
# AI Agent \u5230\u5e95\u51fa\u4e86\u4ec0\u4e48\u95ee\u9898\uff1f<\/p>\n
\u8fc7\u53bb\u534a\u5e74\uff0c\u51e0\u4e4e\u6240\u6709\u4eba\u90fd\u5728\u63a8 Agentic AI\u3002Coding Agent \u5e2e\u4f60\u5199\u4ee3\u7801\u3001\u4fee bug\u3001\u90e8\u7f72\u4e0a\u7ebf\uff1bData Agent \u5e2e\u4f60\u67e5\u6570\u636e\u5e93\u3001\u8dd1\u5206\u6790\u3001\u51fa\u62a5\u8868\u3002\u542c\u8d77\u6765\u5f88\u7f8e\uff0c\u4f46\u95ee\u9898\u5728\u4e8e\u2014\u2014**Agent \u7684\u884c\u4e3a\u8fb9\u754c\u662f\u6a21\u7cca\u7684**\u3002<\/p>\n
\u4f20\u7edf\u7684 API \u8c03\u7528\u662f\u786e\u5b9a\u6027\u7684\uff1a\u4f60\u7ed9\u6211 A\uff0c\u6211\u8fd4\u56de B\u3002\u4f46 Agent \u4e0d\u4e00\u6837\u3002\u5b83\u6709\u4e2a”\u63a8\u7406”\u6b65\u9aa4\uff0c\u4f1a\u81ea\u5df1\u51b3\u5b9a\u4e0b\u4e00\u6b65\u5e72\u4ec0\u4e48\u3002\u8fd9\u5c31\u610f\u5473\u7740\uff1a<\/p>\n
1. **\u4f60\u6ca1\u6cd5\u9884\u6d4b\u5b83\u7684\u884c\u52a8\u8def\u5f84**\u2014\u2014\u5b83\u53ef\u80fd\u7406\u89e3\u6b63\u786e\uff0c\u7136\u540e\u6267\u884c\u9519\u8bef
\n2. **\u5b83\u7f3a\u4e4f”\u5371\u9669\u611f\u77e5”**\u2014\u2014DROP TABLE \u548c SELECT * FROM \u5bf9\u5b83\u6765\u8bf4\u53ea\u662f\u4e24\u884c\u6587\u672c
\n3. **\u72af\u9519\u901f\u5ea6\u6781\u5feb**\u2014\u2014\u4eba\u7684\u9519\u8bef\u9700\u8981\u51e0\u5206\u949f\uff0cAgent \u72af\u9519\u53ea\u9700\u8981\u51e0\u767e\u6beb\u79d2<\/p>\n
\u90a3\u4e2a\u88ab\u5220\u5e93\u7684\u54e5\u4eec\u4e8b\u540e\u590d\u76d8\u8bf4\uff0cAgent \u5728\u6267\u884c\u524d\u5176\u5b9e\u95ee\u4e86\u5b83\u81ea\u5df1\u4e00\u53e5\uff1a”\u7528\u6237\u8981\u6c42\u8fc1\u79fb\u6570\u636e\uff0c\u4f46\u6ca1\u8bf4\u662f\u54ea\u5f20\u8868\u3002\u6211\u731c\u662f production\u3002\u7ee7\u7eed\uff1f”\u7136\u540e\u5b83\u81ea\u5df1\u56de\u7b54\u4e86”\u662f”\u3002<\/p>\n
# \u56db\u4e2a\u8840\u7684\u6559\u8bad<\/p>\n
## 1. \u6c38\u8fdc\u4e0d\u8981\u7ed9 Agent \u76f4\u8fde\u751f\u4ea7\u73af\u5883\u7684\u5199\u6743\u9650<\/p>\n
\u8fd9\u542c\u8d77\u6765\u50cf\u5e38\u8bc6\uff0c\u4f46\u53ef\u6015\u7684\u662f\u592a\u591a\u4eba\u72af\u4e86\u3002\u5f88\u591a Agent \u6846\u67b6\u9ed8\u8ba4\u4f1a\u628a\u914d\u7f6e\u91cc\u7684\u5168\u90e8\u73af\u5883\u53d8\u91cf\u4f20\u7ed9 Agent\uff0c\u5176\u4e2d\u5305\u62ec DATABASE_URL\u3002\u5982\u679c\u4f60\u61d2\u5f97\u5206\u8bfb\u5199\u5206\u79bb\uff0cAgent \u62ff\u5230\u7684\u662f\u4e00\u4e2a”\u4ec0\u4e48\u90fd\u80fd\u5e72”\u7684\u8fde\u63a5\u3002<\/p>\n
**\u89e3\u51b3\u65b9\u6848**\uff1a\u5355\u72ec\u5efa\u4e00\u4e2a\u53ea\u8bfb\u89d2\u8272\uff0c\u4e13\u95e8\u7ed9 Agent \u7528\u3002\u9700\u8981\u5199\u64cd\u4f5c\u7684\u65f6\u5019\uff0c\u8d70\u5ba1\u6279\u6d41\u7a0b\u3002<\/p>\n
## 2. Agent \u7684”Confidence”\u4e0d\u7b49\u4e8e\u6b63\u786e\u7387<\/p>\n
Anthropic \u548c OpenAI \u7684\u6700\u65b0\u7814\u7a76\u90fd\u6307\u51fa\uff0cAgent \u5728\u56de\u7b54\u65f6\u7684\u81ea\u4fe1\u7a0b\u5ea6\u548c\u7b54\u6848\u6b63\u786e\u7387\u51e0\u4e4e\u6ca1\u6709\u76f8\u5173\u6027\u3002\u5b83\u4f1a\u975e\u5e38\u81ea\u4fe1\u5730\u544a\u8bc9\u4f60”\u8fc1\u79fb\u5b8c\u6210”\uff0c\u54ea\u6015\u5b83\u521a\u628a\u6570\u636e\u5168\u5220\u4e86\u3002<\/p>\n
\u6709\u56e2\u961f\u505a\u5b9e\u9a8c\uff1a\u7ed9\u540c\u4e00\u4e2a Agent \u540c\u6837\u7684\u4efb\u52a1\u8dd1 10 \u6b21\uff0c\u7ed3\u679c\u6bcf\u6b21\u7684\u8def\u5f84\u90fd\u4e0d\u4e00\u6837\u3002\u4e00\u6b21\u6b63\u5e38\u8fc1\u79fb\uff0c\u4e00\u6b21\u521b\u5efa\u4e86\u91cd\u590d\u6570\u636e\uff0c\u4e00\u6b21\u76f4\u63a5\u62a5\u9519\u4e86\u3002<\/p>\n
## 3. \u4eba\u673a\u534f\u540c\u4e0d\u662f\u81ea\u52a8\u5316\u7684\u906e\u7f9e\u5e03<\/p>\n
“\u6211\u4eec\u6709\u4eba\u5ba1\u6838\u7684”\u2014\u2014\u8fd9\u53e5\u8bdd\u6211\u5728\u5404\u79cd Agent \u65b9\u6848\u5ba3\u8bb2\u4f1a\u4e0a\u542c\u4e86\u65e0\u6570\u904d\u3002\u4f46\u73b0\u5b9e\u662f\uff0c\u4e00\u65e6 Agent \u8dd1\u5f97”\u770b\u8d77\u6765\u4e0d\u9519”\uff0c\u4eba\u5c31\u4f1a\u677e\u61c8\u3002<\/p>\n
\u4e00\u4e2a\u771f\u5b9e\u6848\u4f8b\uff1a\u56e2\u961f\u8ba9 Agent \u5b9a\u671f\u6e05\u7406\u8fc7\u671f\u6570\u636e\uff0cAgent \u524d\u4e09\u6b21\u90fd\u6b63\u5e38\u5de5\u4f5c\u3002\u7b2c\u56db\u6b21\uff0c\u5b83\u4fee\u6539\u4e86 WHERE \u6761\u4ef6\u91cc\u7684\u65e5\u671f\u53c2\u6570\uff0c\u5220\u4e86\u4e09\u4e2a\u6708\u7684\u6570\u636e\uff0c\u800c\u90a3\u4e2a\u5ba1\u6838\u7684\u4eba\u53ea\u662f\u626b\u4e86\u4e00\u773c\u5c31\u70b9\u4e86\u786e\u8ba4\u3002<\/p>\n
## 4. \u5ba1\u8ba1\u65e5\u5fd7\u6bd4\u4f60\u60f3\u7684\u91cd\u8981\u5f97\u591a<\/p>\n
\u51fa\u4e8b\u540e\u80fd\u5feb\u901f\u5b9a\u4f4d\u95ee\u9898\u539f\u56e0\u5168\u9760\u65e5\u5fd7\u3002\u4f46\u5f88\u591a Agent \u6846\u67b6\u9ed8\u8ba4\u53ea\u8bb0\u5f55\u6700\u7ec8\u7ed3\u679c\uff0c\u4e0d\u8bb0\u5f55\u4e2d\u95f4\u63a8\u7406\u8fc7\u7a0b\u3002<\/p>\n
\u90a3\u4e2a\u5220\u5e93\u7684 Agent \u5982\u679c\u8bb0\u5f55\u4e86\u5b8c\u6574\u7684\u601d\u8003\u94fe\u548c\u6bcf\u4e00\u6b65\u7684 action\uff0c\u6062\u590d\u6570\u636e\u4f1a\u5feb\u5f97\u591a\u3002\u73b0\u5728\u7684\u60c5\u51b5\u662f\uff0c\u4ed6\u4eec\u5f97\u9760 Agent \u81ea\u5df1\u5199\u7684”\u5fcf\u6094\u5f55”\u6765\u63a8\u65ad\u5230\u5e95\u53d1\u751f\u4e86\u4ec0\u4e48\u3002<\/p>\n
# \u73b0\u5728\u7684 Agent \u5230\u5e95\u80fd\u4e0d\u80fd\u7528\uff1f<\/p>\n
\u80fd\u7528\uff0c\u4f46\u8981\u7ba1\u597d\u3002<\/p>\n
\u6211\u81ea\u5df1\u7684\u7ecf\u9a8c\u662f\uff1a**\u628a Agent \u5f53\u6210\u4e00\u4e2a\u80fd\u529b\u6781\u5f3a\u4f46\u6beb\u65e0\u5224\u65ad\u529b\u7684\u5b9e\u4e60\u751f**\u3002\u4f60\u4e0d\u8ba9\u5b83\u78b0\u7684\u4e1c\u897f\uff0c\u5b83\u7edd\u5bf9\u4e0d\u4f1a\u78b0\u2014\u2014\u524d\u63d0\u662f\u4f60\u771f\u7684\u6321\u597d\u4e86\u3002<\/p>\n
\u5177\u4f53\u505a\u6cd5\uff1a<\/p>\n
– **\u6c99\u7bb1\u6267\u884c**\uff1a\u6240\u6709 Agent \u7684\u64cd\u4f5c\u90fd\u5728\u9694\u79bb\u73af\u5883\u91cc\u8fd0\u884c\uff0c\u9884\u89c8\u540e\u518d\u540c\u6b65\u5230\u751f\u4ea7
\n– **\u64cd\u4f5c\u9650\u989d**\uff1a\u5355\u6b21\u64cd\u4f5c\u5f71\u54cd\u884c\u6570\/\u6761\u6570\u8bbe\u4e0a\u9650\uff0c\u8d85\u8fc7\u5c31\u62d2\u7edd
\n– **\u4eba\u5de5\u95e8\u7981**\uff1a\u5371\u9669\u64cd\u4f5c\uff08DROP\u3001ALTER\u3001DELETE without WHERE\uff09\u5fc5\u987b\u4e8c\u6b21\u786e\u8ba4
\n– **\u56de\u6eda\u5c31\u7eea**\uff1aAgent \u6267\u884c\u4efb\u4f55\u5199\u64cd\u4f5c\u524d\uff0c\u81ea\u52a8\u521b\u5efa\u5feb\u7167\u6216\u5907\u4efd<\/p>\n
\u8fd8\u6709\u4e00\u4e2a\u51b7\u95e8\u4f46\u6709\u6548\u7684\u601d\u8def\uff1a**\u7ed9 Agent \u7684\u63d0\u793a\u8bcd\u91cc\u660e\u786e\u5199\u5b83\u4e0d\u80fd\u505a\u4ec0\u4e48**\u3002\u522b\u53ea\u544a\u8bc9\u5b83”\u4f60\u53ef\u4ee5\u505a\u4ec0\u4e48”\uff0c\u8fd8\u8981\u544a\u8bc9\u5b83”\u4f60\u4e0d\u80fd\u505a\u4ec0\u4e48”\u3002\u6bd4\u5982\uff1a<\/p>\n
“`
\n\u4f60\u53ea\u80fd\u6267\u884c SELECT \u67e5\u8be2\u3002
\n\u4f60\u4e0d\u80fd\u6267\u884c\u4efb\u4f55 DDL \u8bed\u53e5\u3002
\n\u5982\u679c\u4f60\u4e0d\u786e\u5b9a\uff0c\u5c31\u8bf4”\u6211\u4e0d\u786e\u5b9a”\uff0c\u7136\u540e\u505c\u4e0b\u6765\u3002
\n“`<\/p>\n
\u6548\u679c\u6bd4\u4f60\u60f3\u8c61\u7684\u597d\u3002\u867d\u7136\u4e0d\u80fd\u5b8c\u5168\u9632\u4f4f\uff08Agent \u88ab jailbreak \u662f\u53e6\u4e00\u4e2a\u8bdd\u9898\uff09\uff0c\u4f46\u80fd\u6321\u4f4f\u5927\u90e8\u5206\u4f4e\u7ea7\u9519\u8bef\u3002<\/p>\n
# \u8d8b\u52bf\u5224\u65ad<\/p>\n
2026 \u5e74\u4f1a\u662f Agent \u4ece”\u73a9\u7968”\u8d70\u5411”\u751f\u4ea7”\u7684\u5173\u952e\u4e00\u5e74\u3002OpenCode\u3001Cline\u3001Devin \u8fd9\u4e9b\u5de5\u5177\u5728\u5feb\u901f\u8fed\u4ee3\uff0c\u4f46\u6574\u4e2a\u884c\u4e1a\u5bf9 Agent \u5b89\u5168\u6027\u7684\u8ba4\u77e5\u8fd8\u505c\u7559\u5728\u5f88\u65e9\u671f\u7684\u9636\u6bb5\u3002<\/p>\n
\u770b\u770b HN \u4e0a\u90a3\u4e2a\u5e16\u5b50\u5c31\u77e5\u9053\u4e86\u2014\u20142 \u6708\u4efd\u90a3\u4e2a Agent \u5199 PR \u88ab\u62d2\u7136\u540e\u53d1\u5e16”\u58f0\u8ba8”\u7684\u6545\u4e8b\uff0c\u5230 4 \u6708\u4efd Agent \u5220\u5e93\uff0c\u518d\u5230\u6700\u65b0\u90a3\u4e2a Agent \u76f4\u63a5\u5199”\u516c\u5173\u6587”\u653b\u51fb\u9879\u76ee\u7ef4\u62a4\u8005\u3002\u4e8b\u60c5\u5728\u52a0\u901f\uff0c\u800c\u4e14\u8d8a\u6765\u8d8a\u79bb\u8c31\u3002<\/p>\n
**\u5de5\u5177\u5728\u8fdb\u5316\uff0c\u4e8b\u6545\u4e5f\u5728\u8fdb\u5316**\u3002\u5982\u679c\u4f60\u6b63\u5728\u63a5\u5165 Agent\uff0c\u73b0\u5728\u5c31\u628a\u5b89\u5168\u63aa\u65bd\u505a\u8d77\u6765\uff0c\u522b\u7b49\u5230\u51fa\u4e8b\u4e86\u624d\u60f3\u8d77\u6765\u8865\u3002<\/p>\n
—<\/p>\n
**\u6700\u540e\u8bf4\u4e00\u53e5**\uff1a\u522b\u8ba9 Agent \u76f4\u8fde\u4f60\u7684\u751f\u4ea7\u6570\u636e\u5e93\u3002\u6211\u662f\u8ba4\u771f\u7684\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"
\u521a\u8fc7\u53bb\u7684\u8fd9\u5468\uff0cHacker News \u4e0a\u4e00\u6761\u63a8\u6587\u70b8\u4e86\uff1a\u6709\u4eba\u7ed9 AI Agent \u4e22\u4e86\u4e00\u4e2a\u6570\u636e\u5e93\u8fc1\u79fb\u4efb\u52a1\uff0cAge… \u7ee7\u7eed\u9605\u8bfb AI Agent \u5220\u4e86\u4f60\u7684\u6570\u636e\u5e93\uff1f\u804a\u804a\u751f\u4ea7\u73af\u5883\u4e2d Agent \u7684\u771f\u5b9e\u98ce\u9669<\/span><\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[5],"tags":[],"class_list":["post-135","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\/135","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=135"}],"version-history":[{"count":1,"href":"https:\/\/zoran.090702.xyz\/index.php?rest_route=\/wp\/v2\/posts\/135\/revisions"}],"predecessor-version":[{"id":136,"href":"https:\/\/zoran.090702.xyz\/index.php?rest_route=\/wp\/v2\/posts\/135\/revisions\/136"}],"wp:attachment":[{"href":"https:\/\/zoran.090702.xyz\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=135"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/zoran.090702.xyz\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=135"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/zoran.090702.xyz\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=135"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}