{"id":32,"date":"2026-09-13T18:40:10","date_gmt":"2026-09-13T10:40:10","guid":{"rendered":"http:\/\/luqimu.xyz\/?p=32"},"modified":"2026-09-13T18:40:10","modified_gmt":"2026-09-13T10:40:10","slug":"llm%e6%8f%92%e4%bb%b6%e4%be%9b%e5%ba%94%e9%93%be%e6%94%bb%e5%87%bb","status":"publish","type":"post","link":"https:\/\/luqimu.xyz\/index.php\/2026\/09\/13\/llm%e6%8f%92%e4%bb%b6%e4%be%9b%e5%ba%94%e9%93%be%e6%94%bb%e5%87%bb\/","title":{"rendered":"LLM\u63d2\u4ef6\u4f9b\u5e94\u94fe\u653b\u51fb"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\">LLM\u5e94\u7528\u7a0b\u5e8f\u4f7f\u7528\u7b2c\u4e09\u65b9\u63d2\u4ef6\u8fdb\u884c\u7f51\u9875\u6d4f\u89c8\u3001\u4ee3\u7801\u6267\u884c\u6216\u6570\u636e\u5e93\u8bbf\u95ee\u3002\u653b\u51fb\u8005\u653b\u7834\u63d2\u4ef6\u7684\u66f4\u65b0\u6d41\u6c34\u7ebf\uff0c\u63a8\u9001\u6076\u610f\u7248\u672c\u3002\u4e0b\u4e00\u6b21LLM\u8c03\u7528\u8be5\u63d2\u4ef6\u65f6\uff0c\u6076\u610f\u4ee3\u7801\u4f1a\u5728\u5e94\u7528\u73af\u5883\u4e2d\u6267\u884c\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u5173\u952e\u6280\u5de7\uff1a<\/strong>\u63d2\u4ef6\u4f9b\u5e94\u94fe\u5165\u4fb5\u2014\u2014\u7c7b\u4f3c\u4e8e\u8f6f\u4ef6\u4f9b\u5e94\u94fe\u653b\u51fb\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u73b0\u5b9e\u6848\u4f8b<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>JetBrains Marketplace\u6076\u610f\u63d2\u4ef6\u6d3b\u52a8<\/strong><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/labs.cloudsecurityalliance.org\/research\/csa-research-note-jetbrains-ai-plugin-api-key-theft-20260619\/\">JetBrains \u5e02\u573a\uff1aAI \u63d2\u4ef6\u6d3b\u52a8\u7a83\u53d6 LLM API \u5bc6\u94a5\u2014\u2014\u5b9e\u9a8c\u5ba4\u7a7a\u95f4<\/a><\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u653b\u51fb\u94fe\u6982\u89c8<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u6076\u610f\u63d2\u4ef6\u4f2a\u88c5\u6210\u5408\u6cd5\u7684 AI \u7f16\u7a0b\u52a9\u624b\uff08\u5982 DeepSeek AI Assist\u3001CodeGPT AI Assistant\uff09\uff0c\u5728\u7528\u6237\u5c06 API \u5bc6\u94a5\u7c98\u8d34\u5230\u8bbe\u7f6e\u9762\u677f\u5e76\u70b9\u51fb\u201cApply\u201d\u65f6\uff0c\u7acb\u5373\u6355\u83b7\u5bc6\u94a5\u5e76\u901a\u8fc7\u672a\u52a0\u5bc6\u7684 HTTP POST \u53d1\u9001\u5230\u653b\u51fb\u8005\u63a7\u5236\u7684\u670d\u52a1\u5668\u3002\u6574\u4e2a\u653b\u51fb\u94fe\u53ef\u4ee5\u6982\u62ec\u4e3a\u4ee5\u4e0b\u51e0\u6b65\uff1a<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>\u5bc6\u94a5\u6355\u83b7<\/strong>\uff1a\u7528\u6237\u5728\u63d2\u4ef6\u8bbe\u7f6e\u4e2d\u7c98\u8d34 API Key\u3002<\/li>\n\n\n\n<li><strong>\u9488\u5bf9\u6027\u9a8c\u8bc1<\/strong>\uff1a\u63d2\u4ef6\u4ee3\u7801\u5bf9\u5bc6\u94a5\u683c\u5f0f\u8fdb\u884c\u6821\u9a8c\uff0c\u53ea\u5bf9\u7b26\u5408\u7279\u5b9a\u6a21\u5f0f\u7684\u5bc6\u94a5\u6267\u884c\u540e\u7eed\u64cd\u4f5c\u3002<\/li>\n\n\n\n<li><strong>\u6570\u636e\u4f20\u8f93<\/strong>\uff1a\u901a\u8fc7\u672a\u52a0\u5bc6\u7684 HTTP POST \u5c06\u5bc6\u94a5\u53d1\u9001\u5230\u786c\u7f16\u7801\u7684 C2 \u7aef\u70b9\u3002<\/li>\n\n\n\n<li><strong>TLS \u6291\u5236<\/strong>\uff1a\u901a\u8fc7\u81ea\u5b9a\u4e49 X509TrustManager \u7981\u7528 TLS \u8bc1\u4e66\u9a8c\u8bc1\uff0c\u907f\u514d IDE \u629b\u51fa\u5b89\u5168\u8b66\u544a\u3002<\/li>\n<\/ol>\n\n\n\n<h3 class=\"wp-block-heading\">X509TrustManager \u5982\u4f55\u7981\u7528 TLS \u9a8c\u8bc1<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u8fd9\u662f\u6574\u4e2a\u653b\u51fb\u94fe\u4e2d\u6700\u9690\u853d\u7684\u4e00\u73af\u3002Java \u7684 <code>X509TrustManager<\/code> \u662f\u8d1f\u8d23\u9a8c\u8bc1 SSL\/TLS \u8bc1\u4e66\u7684\u6838\u5fc3\u63a5\u53e3\u3002\u6b63\u5e38\u60c5\u51b5\u4e0b\uff0c\u5ba2\u6237\u7aef\u4e0e\u670d\u52a1\u5668\u5efa\u7acb HTTPS \u8fde\u63a5\u65f6\uff0c<code>checkServerTrusted()<\/code> \u65b9\u6cd5\u4f1a\u88ab\u8c03\u7528\uff0c\u7528\u4e8e\u9a8c\u8bc1\u670d\u52a1\u5668\u8bc1\u4e66\u662f\u5426\u7531\u53d7\u4fe1\u4efb\u7684 CA \u7b7e\u53d1\u3001\u662f\u5426\u5728\u6709\u6548\u671f\u5185\u3001\u662f\u5426\u5339\u914d\u4e3b\u673a\u540d\u7b49\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u6076\u610f\u63d2\u4ef6\u901a\u8fc7 <strong>JVM \u7ea7\u522b\u7684\u5168\u5c40\u66ff\u6362<\/strong>\uff0c\u5b9e\u73b0\u4e86\u4e00\u4e2a\u201c\u4fe1\u4efb\u4e00\u5207\u201d\u7684 TrustManager\u3002\u5176\u6838\u5fc3\u4ee3\u7801\u6a21\u5f0f\u901a\u5e38\u5982\u4e0b\uff1a<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">java<\/p>\n\n\n\n<pre class=\"wp-block-preformatted\">X509TrustManager trustAll = new X509TrustManager() {<br> &nbsp;  public void checkClientTrusted(X509Certificate[] chain, String authType) {<br> &nbsp; &nbsp; &nbsp;  \/\/ \u7a7a\u5b9e\u73b0\uff0c\u4e0d\u505a\u4efb\u4f55\u6821\u9a8c<br> &nbsp;  }<br> &nbsp;  public void checkServerTrusted(X509Certificate[] chain, String authType) {<br> &nbsp; &nbsp; &nbsp;  \/\/ \u7a7a\u5b9e\u73b0\uff0c\u4e0d\u505a\u4efb\u4f55\u6821\u9a8c \u2014\u2014 \u8fd9\u5c31\u662f\"\u4fe1\u4efb\u4e00\u5207\"\u7684\u5173\u952e<br> &nbsp;  }<br> &nbsp;  public X509Certificate[] getAcceptedIssuers() {<br> &nbsp; &nbsp; &nbsp;  return new X509Certificate[0];<br> &nbsp;  }<br>};<br>SSLContext sc = SSLContext.getInstance(\"TLS\");<br>sc.init(null, new TrustManager[]{trustAll}, new SecureRandom());<br>HttpsURLConnection.setDefaultSSLSocketFactory(sc.getSocketFactory());<\/pre>\n\n\n\n<p class=\"wp-block-paragraph\">\u5f53 <code>checkServerTrusted()<\/code> \u88ab\u5b9e\u73b0\u4e3a\u7a7a\u65b9\u6cd5\u65f6\uff0c\u4efb\u4f55\u670d\u52a1\u5668\u8bc1\u4e66\u90fd\u4f1a\u88ab\u65e0\u6761\u4ef6\u63a5\u53d7\uff0c\u5305\u62ec\u81ea\u7b7e\u540d\u8bc1\u4e66\u3001\u8fc7\u671f\u8bc1\u4e66\u3001\u4e3b\u673a\u540d\u4e0d\u5339\u914d\u7684\u8bc1\u4e66\u7b49\u3002\u8fd9\u610f\u5473\u7740\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u5373\u4f7f C2 \u670d\u52a1\u5668\u4f7f\u7528\u81ea\u7b7e\u540d\u8bc1\u4e66\u6216\u6839\u672c\u6ca1\u6709\u6709\u6548\u7684\u8bc1\u4e66\uff0cHTTPS \u8fde\u63a5\u4e5f\u4e0d\u4f1a\u629b\u51fa <code>SSLHandshakeException<\/code>\uff1b<\/li>\n\n\n\n<li>IDE \u7684\u8c03\u8bd5\u5668\u3001\u65e5\u5fd7\u7cfb\u7edf\u6216\u5b89\u5168\u63d2\u4ef6<strong>\u4e0d\u4f1a\u4ea7\u751f\u4efb\u4f55 TLS \u76f8\u5173\u7684\u8b66\u544a\u6216\u5f02\u5e38<\/strong>\uff0c\u653b\u51fb\u884c\u4e3a\u5728\u8fd0\u884c\u65f6\u5b8c\u5168\u201c\u9759\u9ed8\u201d\u3002<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u6b64\u5916\uff0c\u90e8\u5206\u63d2\u4ef6\u8fd8\u5c06\u8be5 TrustManager \u8bbe\u7f6e\u4e3a <strong>JVM \u5168\u5c40\u9ed8\u8ba4\u503c<\/strong>\uff0c\u8fd9\u610f\u5473\u7740\u6574\u4e2a IDE \u8fdb\u7a0b\u5185\u6240\u6709 HTTPS \u8fde\u63a5\u90fd\u4f1a\u7ee7\u627f\u8fd9\u4e00\u201c\u4fe1\u4efb\u4e00\u5207\u201d\u7684\u7b56\u7565\uff0c\u800c\u4e0d\u4ec5\u4ec5\u662f\u6076\u610f\u63d2\u4ef6\u81ea\u8eab\u7684\u8fde\u63a5\u3002\u8fd9\u79cd\u5168\u5c40\u6c61\u67d3\u4f7f\u5f97\u5176\u4ed6\u63d2\u4ef6\u6216 IDE \u7ec4\u4ef6\u7684\u6b63\u5e38\u5b89\u5168\u6821\u9a8c\u4e5f\u88ab\u4e00\u5e76\u7ed5\u8fc7\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">LiteLLM \u4f9b\u5e94\u94fe\u653b\u51fb<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/blog.eimoon.com\/p\/litellm-trivy-pypi-attack\/\">LiteLLM \u4f9b\u5e94\u94fe\u653b\u51fb\u5b8c\u6574\u62c6\u89e3\uff1a\u4ece Trivy \u5931\u9677\u5230 PyPI \u6295\u6bd2<\/a><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u653b\u51fb\u8005 fork Trivy \u2193 \u63d0\u4ea4 PR #10252\uff0c\u89e6\u53d1 pull_request_target \u2193 Trivy \u9ad8\u6743\u9650\u5de5\u4f5c\u6d41\u8fd0\u884c\u4e86\u653b\u51fb\u8005\u4ee3\u7801 \u2193 \u9ad8\u6743\u9650\u4ee4\u724c\u88ab\u5077 \u2193 \u653b\u51fb\u8005\u63a7\u5236 Trivy \u4ed3\u5e93 \u2193 \u91cd\u5199 75 \u4e2a Trivy \u7248\u672c\u6807\u7b7e\uff0c\u6307\u5411\u6076\u610f\u4ee3\u7801 \u2193 LiteLLM \u7684 CI\/CD \u52a8\u6001\u5b89\u88c5 Trivy \u2193 LiteLLM \u62c9\u5230\u5e76\u6267\u884c\u4e86\u6076\u610f Trivy \u2193 \u6076\u610f Trivy \u626b\u63cf\u73af\u5883\u53d8\u91cf\uff0c\u5077\u8d70 PYPI_PUBLISH_PASSWORD \u2193 \u653b\u51fb\u8005\u83b7\u5f97 LiteLLM \u7684 PyPI \u53d1\u5e03\u6743\u9650 \u2193 \u5411\u5168\u7403\u7528\u6237\u53d1\u5e03\u6076\u610f LiteLLM \u7248\u672c<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>\u4f9b\u5e94\u94fe\u8815\u866b\u9488\u5bf9\u5177\u6709 LLM \u626b\u63cf\u89c4\u907f\u548c\u51ed\u8bc1\u6e05\u9664\u5b88\u62a4\u8fdb\u7a0b\u7684 AI\/ML \u5305<\/strong><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/eyeon.ai\/f\/775\">Shai-Hulud\/Hades PyPI \u4f9b\u5e94\u94fe\u8815\u866b\u9488\u5bf9\u5177\u6709 LLM \u626b\u63cf\u89c4\u907f\u548c\u51ed\u8bc1\u6e05\u9664\u6076\u9b54\u7684 AI\/ML \u5305 |eyeon.ai<\/a><\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\">1. \u6295\u9012\uff1a\u7528\u88ab\u76d7\u51ed\u8bc1\u53d1\u5e03\u6076\u610f\u5305<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u653b\u51fb\u8005\uff08UNC6780\/TeamPCP\uff09\u4f7f\u7528<strong>\u88ab\u76d7\u7684 PyPI \u51ed\u8bc1<\/strong>\uff0c\u5728 2026 \u5e74 6 \u6708 8 \u65e5\u4e0a\u4f20\u4e86 <strong>26+ \u4e2a\u6076\u610f\u5305<\/strong>\u3002<\/li>\n\n\n\n<li>\u76ee\u6807\u660e\u786e\uff1a<strong>AI\/ML \u548c\u751f\u7269\u4fe1\u606f\u5b66\u5de5\u5177<\/strong>\u3002<\/li>\n\n\n\n<li>\u5176\u4e2d\u5305\u542b <code>langchain-core-mcp<\/code>\uff0c\u8fd9\u662f\u5bf9\u771f\u5b9e\u5305 <code>langchain-mcp<\/code> \u7684<strong>\u57df\u540d\u4eff\u5192\uff08typosquatting\uff09<\/strong>\uff0c\u4e13\u95e8\u9488\u5bf9 LangChain \u7528\u6237\u3002<\/li>\n\n\n\n<li>\u6076\u610f\u5305\u7248\u672c\u53f7\u770b\u8d77\u6765\u6b63\u5e38\uff0c\u5bb9\u6613\u88ab\u5f00\u53d1\u8005\u8bef\u88c5\u3002<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\">2. \u89e6\u53d1\uff1a<code>.pth<\/code> \u6587\u4ef6\u5728\u89e3\u91ca\u5668\u542f\u52a8\u65f6\u81ea\u52a8\u6267\u884c<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u6076\u610f\u5305\u4f1a\u91ca\u653e\u4e00\u4e2a <strong><code>\\*-setup.pth<\/code><\/strong> \u6587\u4ef6\u3002<\/li>\n\n\n\n<li>Python \u7684 <code>site<\/code> \u6a21\u5757\u4f1a\u5728<strong>\u6bcf\u6b21 Python \u89e3\u91ca\u5668\u542f\u52a8\u65f6\u81ea\u52a8\u6267\u884c <code>.pth<\/code> \u6587\u4ef6\u4e2d\u7684\u4ee3\u7801<\/strong>\uff0c\u8fd9\u53d1\u751f\u5728\u4efb\u4f55 <code>import<\/code> \u4e4b\u524d\u3002<\/li>\n\n\n\n<li>\u6548\u679c\uff1a<strong>\u53ea\u8981\u5305\u88ab\u5b89\u88c5\uff0c\u65e0\u8bba\u662f\u5426\u5bfc\u5165\uff0c\u6076\u610f\u4ee3\u7801\u90fd\u4f1a\u5728\u540e\u53f0\u9759\u9ed8\u8fd0\u884c<\/strong>\u3002\u5378\u8f7d\u91cd\u88c5\u540e\u4ecd\u53ef\u80fd\u5b58\u6d3b\u3002<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\">3. \u8f7d\u8377\u4e0b\u8f7d\u4e0e\u6267\u884c\uff1aBun + \u6df7\u6dc6 JS<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><code>.pth<\/code> \u94a9\u5b50\u9996\u5148\u4ece GitHub \u4e0b\u8f7d <strong>Bun<\/strong> JavaScript \u8fd0\u884c\u65f6\u5230\u4e00\u4e2a\u4e34\u65f6\u76ee\u5f55\u3002<\/li>\n\n\n\n<li>\u7136\u540e\u6267\u884c\u4e00\u4e2a\u9ad8\u5ea6\u6df7\u6dc6\u7684 <strong><code>_index.js<\/code><\/strong> \u6076\u610f\u811a\u672c\u3002<\/li>\n\n\n\n<li>\u8fd9\u4e00\u6b65\u628a\u653b\u51fb\u8f7d\u8377\u4ece Python \u73af\u5883\u8f6c\u79fb\u5230 JavaScript \u8fd0\u884c\u65f6\uff0c\u589e\u52a0\u68c0\u6d4b\u96be\u5ea6\u3002<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\">4. \u51ed\u8bc1\u7a83\u53d6\uff1a\u626b\u63cf\u8fdb\u7a0b\u5185\u5b58<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><code>_index.js<\/code> \u7684\u6838\u5fc3\u4efb\u52a1\u662f<strong>\u8bfb\u53d6\u8fdb\u7a0b\u5185\u5b58<\/strong>\u6765\u6293\u53d6\u51ed\u8bc1\uff1a\n<ul class=\"wp-block-list\">\n<li>Linux\uff1a<code>\/proc\/{pid}\/mem<\/code><\/li>\n\n\n\n<li>macOS\uff1aMach API<\/li>\n\n\n\n<li>Windows\uff1a<code>ReadProcessMemory<\/code><\/li>\n<\/ul>\n<\/li>\n\n\n\n<li>\u8fd9\u79cd\u5185\u5b58\u626b\u63cf\u65b9\u5f0f\u53ef\u4ee5<strong>\u7ed5\u8fc7\u6587\u4ef6\u7ea7\u52a0\u5bc6\u5b58\u50a8<\/strong>\uff0c\u5373\u4f7f\u51ed\u8bc1\u6ca1\u6709\u843d\u76d8\u4e5f\u80fd\u88ab\u7a83\u53d6\u3002<\/li>\n\n\n\n<li>\u76ee\u6807\u8986\u76d6 <strong>14 \u4e2a AI\/\u4e91\/DevOps \u7cfb\u7edf<\/strong>\uff0c\u91cd\u70b9\u5305\u62ec\uff1a\n<ul class=\"wp-block-list\">\n<li><strong>MCP \u670d\u52a1\u5668\u914d\u7f6e<\/strong><\/li>\n\n\n\n<li><strong>Anthropic\/OpenAI API \u5bc6\u94a5<\/strong><\/li>\n\n\n\n<li><strong>AI \u7f16\u7801\u4ee3\u7406\u4ee4\u724c<\/strong><\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\">5. \u52a0\u5bc6\u5916\u4f20\uff1aAES + RSA\uff0c\u53d1\u5230 GitHub C2<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u7a83\u53d6\u5230\u7684\u6570\u636e\u4f7f\u7528 <strong>AES-256-GCM + RSA-2048<\/strong> \u52a0\u5bc6\u3002<\/li>\n\n\n\n<li>\u7136\u540e\u5916\u4f20\u5230\u653b\u51fb\u8005\u63a7\u5236\u7684 GitHub \u4ed3\u5e93\u3002<\/li>\n\n\n\n<li>\u5916\u6cc4\u4ed3\u5e93\u7684\u547d\u540d\u7279\u5f81\uff1a<code>stygian-cerberus-*<\/code> \u548c <code>tartarean-charon-*<\/code>\u3002<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\">6. \u81ea\u6211\u4f20\u64ad\uff1a\u7528\u5077\u6765\u7684\u51ed\u8bc1\u7ee7\u7eed\u6295\u6bd2<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u8815\u866b\u5229\u7528\u7a83\u53d6\u5230\u7684\u51ed\u8bc1\uff0c<strong>\u5c06\u81ea\u8eab\u53d1\u5e03\u5230\u66f4\u591a\u5305\u4e2d<\/strong>\uff0c\u5b9e\u73b0\u6a2a\u5411\u4f20\u64ad\u3002<\/li>\n\n\n\n<li>\u8fd9\u610f\u5473\u7740\u653b\u51fb\u9762\u4f1a\u4ece\u6700\u521d\u7684 26+ \u4e2a\u5305\u8fc5\u901f\u6269\u5927\uff0c\u5f62\u6210\u8fde\u9501\u611f\u67d3\u3002<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\">7. \u53cd\u5236\uff1a<code>gh-token-monitor<\/code> \u5b88\u62a4\u8fdb\u7a0b<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u653b\u51fb\u8005\u690d\u5165\u4e00\u4e2a\u6301\u4e45\u5316\u5b88\u62a4\u8fdb\u7a0b <strong><code>gh-token-monitor<\/code><\/strong>\u3002<\/li>\n\n\n\n<li>\u8be5\u8fdb\u7a0b\u76d1\u63a7\u88ab\u76d7\u51ed\u8bc1\u7684\u72b6\u6001\uff1a<strong>\u4e00\u65e6\u68c0\u6d4b\u5230\u51ed\u8bc1\u88ab\u8f6e\u6362\uff08\u91cd\u7f6e\uff09\uff0c\u5c31\u5a01\u80c1\u91c7\u53d6\u7834\u574f\u6027\u884c\u52a8<\/strong>\u3002<\/li>\n\n\n\n<li>\u8fd9<strong>\u98a0\u8986\u4e86\u6807\u51c6\u4e8b\u4ef6\u54cd\u5e94\u6d41\u7a0b<\/strong>\uff1a\u4f20\u7edf\u505a\u6cd5\u662f\u201c\u5148\u9694\u79bb\uff0c\u540e\u8f6e\u6362\u201d\uff0c\u4f46\u73b0\u5728\u8f6e\u6362\u53ef\u80fd\u89e6\u53d1\u653b\u51fb\u8005\u7834\u574f\u6570\u636e\u3002<\/li>\n\n\n\n<li>\u6b63\u786e\u5e94\u5bf9\uff1a<strong>\u5148\u9694\u79bb\u53d7\u5f71\u54cd\u7cfb\u7edf\uff0c\u518d\u8f6e\u6362\u51ed\u8bc1<\/strong>\u3002<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\">8. \u89c4\u907f\uff1a\u63d0\u793a\u6ce8\u5165\u6b3a\u9a97 LLM \u5b89\u5168\u626b\u63cf\u5668<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u6076\u610f\u8f7d\u8377\u4e2d\u5d4c\u5165\u4e86<strong>\u63d0\u793a\u6ce8\u5165<\/strong>\u6587\u672c\u3002<\/li>\n\n\n\n<li>\u76ee\u7684\u4e0d\u662f\u653b\u51fb LLM \u5e94\u7528\uff0c\u800c\u662f<strong>\u6b3a\u9a97\u57fa\u4e8e AI \u7684\u5b89\u5168\u5206\u6790\u5de5\u5177<\/strong>\uff0c\u4f7f\u5176\u8bef\u5224\u4e3a\u65e0\u5bb3\u6216\u89e6\u53d1\u5b89\u5168\u62d2\u7edd\uff0c\u4ece\u800c\u7ed5\u8fc7 AI \u8f85\u52a9\u9632\u5fa1\u3002<\/li>\n\n\n\n<li>\u8fd9\u6807\u5fd7\u7740\u653b\u51fb\u8005\u5f00\u59cb<strong>\u4e3b\u52a8\u653b\u51fb\u5b89\u5168\u9632\u5fa1\u5de5\u5177\u672c\u8eab<\/strong>\u3002<\/li>\n<\/ul>\n\n\n\n<p 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[&hellip;]<\/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-32","post","type-post","status-publish","format-standard","hentry","category-5"],"_links":{"self":[{"href":"https:\/\/luqimu.xyz\/index.php\/wp-json\/wp\/v2\/posts\/32","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/luqimu.xyz\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/luqimu.xyz\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/luqimu.xyz\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/luqimu.xyz\/index.php\/wp-json\/wp\/v2\/comments?post=32"}],"version-history":[{"count":1,"href":"https:\/\/luqimu.xyz\/index.php\/wp-json\/wp\/v2\/posts\/32\/revisions"}],"predecessor-version":[{"id":33,"href":"https:\/\/luqimu.xyz\/index.php\/wp-json\/wp\/v2\/posts\/32\/revisions\/33"}],"wp:attachment":[{"href":"https:\/\/luqimu.xyz\/index.php\/wp-json\/wp\/v2\/media?parent=32"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/luqimu.xyz\/index.php\/wp-json\/wp\/v2\/categories?post=32"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/luqimu.xyz\/index.php\/wp-json\/wp\/v2\/tags?post=32"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}