{"id":89077,"date":"2026-08-02T11:40:29","date_gmt":"2026-08-02T03:40:29","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/89077.html"},"modified":"2026-08-02T11:40:29","modified_gmt":"2026-08-02T03:40:29","slug":"copilot-agent-%e4%bc%9a%e8%af%9d%e6%b5%81%e5%bc%8f%e5%ae%a1%e8%ae%a1%e5%ae%9e%e6%88%98%ef%bc%9a%e4%bb%8e-48-%e5%b0%8f%e6%97%b6%e8%a1%a5%e6%95%b0%e5%88%b0%e8%84%b1%e6%95%8f%e5%91%8a%e8%ad%a6%e9%97%ad","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/89077.html","title":{"rendered":"Copilot Agent \u4f1a\u8bdd\u6d41\u5f0f\u5ba1\u8ba1\u5b9e\u6218\uff1a\u4ece 48 \u5c0f\u65f6\u8865\u6570\u5230\u8131\u654f\u544a\u8b66\u95ed\u73af"},"content":{"rendered":"

\u627f\u63a5：
\n \u53ef\u89c2\u6d4b\u6027\u6df1\u5ea6\u5b9e\u8df5：\u96f6\u76f2\u76d2\u8ffd\u8e2a Agent \u591a\u6b65\u63a8\u7406（Langfuse\/Opik）\u2014\u2014Fedora \u76ee\u5f55\u5220\u9664\u6572\u54cd\u8b66\u949f，\u8ba9\u4f60\u7684 AI \u4e0d\u518d\u88f8\u5954
\n Copilot \u4f01\u4e1a\u6258\u7ba1\u8bbe\u7f6e\u5b9e\u6218：\u7528\u7b56\u7565\u5373\u4ee3\u7801\u7ba1\u4f4f\u63d2\u4ef6\u3001\u5e02\u573a\u4e0e\u4e91 Agent
\n \u8c03\u7814\u65e5\u671f：2026-08-02
\n \u672c\u6587\u76ee\u6807：\u5c06 GitHub Copilot agent session streaming \u4e0e Usage Records API \u7ec4\u6210\u4e00\u6761\u53ef\u8ffd\u6eaf\u3001\u53ef\u8131\u654f\u3001\u53ef\u544a\u8b66\u7684\u4f01\u4e1a\u7ea7\u89c2\u6d4b\u94fe\u8def；\u4e0d\u628a\u201c\u62ff\u5230\u4f1a\u8bdd\u6570\u636e\u201d\u8bef\u5f53\u6210\u201c\u5df2\u7ecf\u5b8c\u6210\u6cbb\u7406\u201d\u3002 <\/p>\n

\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a02026-07-02，GitHub \u5ba3\u5e03 Copilot agent session streaming \u8fdb\u5165 public preview\u3002\u7b26\u5408\u6761\u4ef6\u7684 GitHub Enterprise Cloud \u4f01\u4e1a\u53ef\u4ee5\u628a cloud agent\u3001Copilot CLI\u3001VS Code\u3001Visual Studio \u548c\u5408\u4f5c IDE \u7684\u4f1a\u8bdd\u8bb0\u5f55\u9001\u5f80\u4f01\u4e1a\u9009\u62e9\u7684\u6d41\u5f0f\u76ee\u7684\u5730，\u4e5f\u53ef\u4ee5\u7528 REST API \u6309\u9700\u8bfb\u53d6\u6700\u8fd1 48 \u5c0f\u65f6\u7684\u8bb0\u5f55\u3002<\/p>\n

\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u8fd9\u662f\u4e00\u9879\u5f88\u5f3a\u7684\u53ef\u89c2\u6d4b\u80fd\u529b，\u4e5f\u662f\u4e00\u9879\u9ad8\u654f\u611f\u80fd\u529b\u3002\u8bb0\u5f55\u4e2d\u5305\u542b\u8bf7\u6c42\u6216\u54cd\u5e94\u7684 JSON \u7f16\u7801 body；\u5982\u679c\u628a\u5b83\u76f4\u63a5\u5012\u8fdb\u65e5\u5fd7\u7d22\u5f15，\u63d0\u793a\u8bcd\u3001\u4ee3\u7801\u7247\u6bb5\u3001\u5de5\u5177\u53c2\u6570\u751a\u81f3\u8bef\u8d34\u7684\u654f\u611f\u4fe1\u606f，\u90fd\u4f1a\u6bd4 Agent \u672c\u8eab\u66f4\u5feb\u6269\u6563\u5230\u65b0\u7684\u7cfb\u7edf\u3002\u56e0\u6b64，\u6b63\u786e\u7684\u76ee\u6807\u4e0d\u662f\u201c\u6536\u96c6\u5c3d\u53ef\u80fd\u591a\u7684\u5185\u5bb9\u201d，\u800c\u662f\u5efa\u7acb\u4e00\u6761\u53ef\u8bc1\u660e\u53d1\u751f\u4e86\u4ec0\u4e48\u3001\u8c01\u80fd\u770b\u4ec0\u4e48\u3001\u5f02\u5e38\u65f6\u5982\u4f55\u5904\u7f6e\u7684\u6700\u5c0f\u95ed\u73af\u3002<\/p>\n

\u9002\u7528\u524d\u63d0： \u622a\u81f3\u8c03\u7814\u65e5，\u8be5\u80fd\u529b\u4ecd\u5904\u4e8e public preview，\u9762\u5411\u6587\u6863\u5217\u51fa\u7684\u4f7f\u7528 Enterprise Managed Users \u7684\u4f01\u4e1a，\u4ee5\u53ca GitHub Enterprise Cloud with data residency \u573a\u666f，\u5e76\u7531 enterprise owner \u7ba1\u7406\u3002\u5148\u5728\u4f01\u4e1a AI Controls \u7684 Copilot \u533a\u57df\u5206\u522b\u5c06 Copilot Usage Records Streaming \u548c Copilot Usage Records API \u8bbe\u4e3a Enabled everywhere；\u6ca1\u6709\u6ee1\u8db3\u8fd9\u4e9b\u524d\u63d0\u65f6，\u672c\u6587\u7684 API \u4e0e\u6d41\u5f0f\u6b65\u9aa4\u4e0d\u80fd\u66ff\u4ee3\u666e\u901a\u5ba1\u8ba1\u65e5\u5fd7\u6216\u5ba2\u6237\u7aef\u672c\u5730\u65e5\u5fd7\u65b9\u6848\u3002<\/p>\n

\n

\u4e00\u3001\u5148\u628a\u5e73\u53f0\u80fd\u529b\u3001\u6570\u636e\u8fb9\u754c\u548c\u56e2\u961f\u7b56\u7565\u5206\u5f00<\/h3>\n\n\n\n\n\n\n\n\n
\n

\u7ef4\u5ea6<\/p>\n<\/td>\n

\n

\u5df2\u6838\u9a8c\u4e8b\u5b9e<\/p>\n<\/td>\n

\n

\u56e2\u961f\u5fc5\u987b\u81ea\u5df1\u5b9a\u4e49<\/p>\n<\/td>\n<\/tr>\n

\n

\u6570\u636e\u8986\u76d6<\/p>\n<\/td>\n

\n

\u516c\u544a\u5217\u51fa\u7684\u6765\u6e90\u5305\u62ec cloud agent\u3001CLI\u3001VS Code\u3001Visual Studio \u548c\u90e8\u5206\u5408\u4f5c IDE<\/p>\n<\/td>\n

\n

\u54ea\u4e9b\u7ec4\u7ec7\u3001\u4ed3\u5e93\u3001Agent \u7c7b\u578b\u5148\u8fdb\u5165\u8bd5\u70b9；\u54ea\u4e9b\u573a\u666f\u660e\u786e\u6392\u9664<\/p>\n<\/td>\n<\/tr>\n

\n

\u6d41\u5f0f\u4f20\u8f93<\/p>\n<\/td>\n

\n

\u4f01\u4e1a\u53ef\u628a Copilot \u4f1a\u8bdd\u8bb0\u5f55\u6d41\u5f0f\u53d1\u9001\u5230\u914d\u7f6e\u7684\u5ba1\u8ba1\u65e5\u5fd7\u76ee\u7684\u5730；\u6d41\u662f at-least-once \u6295\u9012<\/p>\n<\/td>\n

\n

\u63a5\u6536\u7aef\u7684\u53bb\u91cd\u3001\u91cd\u8bd5\u3001\u843d\u76d8\u3001\u544a\u8b66\u503c\u73ed\u548c\u6545\u969c\u6f14\u7ec3<\/p>\n<\/td>\n<\/tr>\n

\n

\u6309\u9700\u8bfb\u53d6<\/p>\n<\/td>\n

\n

GET \/enterprises\/{enterprise}\/copilot\/usage-records \u53ef\u8bfb\u53d6\u6700\u8fd1 48 \u5c0f\u65f6\u6570\u636e，\u5355\u9875\u6700\u591a 25 \u6761<\/p>\n<\/td>\n

\n

\u8f6e\u8be2\u9891\u7387\u3001\u6e38\u6807\u4fdd\u5b58\u4f4d\u7f6e\u3001\u8865\u6570\u7a97\u53e3\u53ca\u4f55\u65f6\u505c\u6b62\u91cd\u653e<\/p>\n<\/td>\n<\/tr>\n

\n

\u5ba1\u8ba1\u5173\u8054<\/p>\n<\/td>\n

\n

\u4f01\u4e1a\u5ba1\u8ba1\u65e5\u5fd7\u53ef\u7528 actor:Copilot \u67e5\u8be2 Agent \u6d3b\u52a8；\u90e8\u5206\u4e8b\u4ef6\u5e26\u6709 agent_session_id<\/p>\n<\/td>\n

\n

\u54ea\u4e9b\u4e8b\u4ef6\u9700\u8981\u5173\u8054\u5de5\u5355\u3001PR\u3001\u4ed3\u5e93\u6216\u53d1\u5e03\u8bb0\u5f55，\u8c01\u53ef\u67e5\u770b\u539f\u59cb\u8bc1\u636e<\/p>\n<\/td>\n<\/tr>\n

\n

\u5185\u5bb9\u654f\u611f\u6027<\/p>\n<\/td>\n

\n

\u6d41\u5f0f usage record \u7684 body \u662f\u8bf7\u6c42\u6216\u54cd\u5e94\u6b63\u6587；\u8d85\u8fc7 1 MB \u65f6\u53ef\u80fd\u6807\u8bb0\u4e3a truncated<\/p>\n<\/td>\n

\n

\u539f\u59cb\u6b63\u6587\u7559\u5b58\u591a\u4e45\u3001\u662f\u5426\u52a0\u5bc6\u3001\u8c01\u53ef\u89e3\u5bc6\u3001\u7d22\u5f15\u5c42\u4fdd\u7559\u54ea\u4e9b\u6d3e\u751f\u5b57\u6bb5<\/p>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u4e0b\u6587\u7684\u5b58\u50a8\u5206\u5c42\u3001\u54c8\u5e0c\u3001\u8131\u654f\u548c\u544a\u8b66\u9608\u503c\u90fd\u662f\u5de5\u7a0b\u5efa\u8bae，\u4e0d\u662f GitHub \u5bf9\u8bb0\u5f55\u5b8c\u6574\u6027\u3001\u9690\u79c1\u5408\u89c4\u6216\u98ce\u9669\u68c0\u6d4b\u6548\u679c\u7684\u627f\u8bfa\u3002<\/p>\n

\n

\u4e8c\u3001\u4e0d\u8981\u628a\u4e00\u6761\u6d41\u76f4\u63a5\u63a5\u8fdb SIEM：\u5148\u753b\u51fa\u6700\u5c0f\u6570\u636e\u94fe\u8def<\/h3>\n

\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u5efa\u8bae\u5c06\u201c\u539f\u59cb\u8bc1\u636e\u201d\u548c\u201c\u65e5\u5e38\u68c0\u7d22\u201d\u5206\u5f00，\u4e0d\u8ba9\u5927\u91cf\u9ad8\u654f\u611f\u6b63\u6587\u81ea\u52a8\u8fdb\u5165\u6240\u6709\u5206\u6790\u8d26\u6237\u3002<\/p>\n

Copilot \u5ba2\u6237\u7aef \/ cloud agent
\n \u2502
\n \u25bc
\nGitHub audit-log streaming destination
\n \u2502 （\u538b\u7f29 JSON，at-least-once）
\n \u25bc
\n\u63a5\u6536\u5668：\u9a8c\u7b7e\/\u89e3\u538b\/\u6a21\u5f0f\u68c0\u67e5\/\u4ee5 event_id \u53bb\u91cd
\n \u251c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u25ba \u52a0\u5bc6\u539f\u59cb\u8bc1\u636e\u5e93（\u6700\u5c0f\u89d2\u8272\u53ef\u8bfb\u3001\u77ed\u7559\u5b58）
\n \u2502
\n \u2514\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u25ba \u8131\u654f\u540e\u7684\u68c0\u7d22\u4e8b\u4ef6（SIEM \/ \u544a\u8b66）
\n \u2502
\n \u25bc
\n \u5ba1\u8ba1\u65e5\u5fd7\u3001PR\u3001\u5de5\u5355\u4e0e\u54cd\u5e94\u8bb0\u5f55 <\/p>\n

\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0GitHub \u6587\u6863\u660e\u786e\u8bf4\u660e：\u5ba1\u8ba1\u65e5\u5fd7\u6d41\u91c7\u7528 at-least-once \u6295\u9012，\u7f51\u7edc\u6216\u7cfb\u7edf\u95ee\u9898\u53ef\u80fd\u9020\u6210\u91cd\u590d\u4e8b\u4ef6\u3002\u56e0\u6b64，\u4e0d\u80fd\u4ee5\u201c\u6587\u4ef6\u5230\u8fbe\u6b21\u6570\u201d\u8ba1\u6570，\u4e5f\u4e0d\u80fd\u7528\u6b63\u6587\u5168\u6587\u4f5c\u4e3a\u552f\u4e00\u952e\u3002\u6d41\u5f0f usage record \u63d0\u4f9b event_id；\u63a5\u6536\u5668\u5e94\u5728\u6301\u4e45\u5316\u524d\u4ee5\u5b83\u505a\u5e42\u7b49\u952e，\u5e76\u628a\u201c\u91cd\u590d\u4f46\u5185\u5bb9\u4e0d\u540c\u201d\u201c\u540c\u4e00\u4e8b\u4ef6 ID \u65e0\u6cd5\u89e3\u6790\u201d\u7b49\u60c5\u51b5\u5355\u72ec\u544a\u8b66\u3002<\/p>\n

\u5efa\u8bae\u7684\u4e24\u5c42\u6570\u636e\u6a21\u578b\u5982\u4e0b，\u5b57\u6bb5\u540d\u79f0\u662f\u56e2\u961f\u5185\u90e8\u6a21\u578b，\u800c\u4e0d\u662f GitHub \u8fd4\u56de\u683c\u5f0f：<\/p>\n

{
\n "source": "github-copilot-usage-stream",
\n "event_id": "<GitHub event_id>",
\n "received_at": "2026-08-02T08:30:00Z",
\n "record_type": "request-or-response",
\n "body_truncated": false,
\n "body_sha256": "<only for integrity comparison>",
\n "raw_object_ref": "restricted:\/\/copilot-raw\/…",
\n "indexable": {
\n "endpoint": "<endpoint>",
\n "enterprise_id": "<enterprise_id>",
\n "timestamp": "<source timestamp>"
\n }
\n} <\/p>\n

\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u5176\u4e2d raw_object_ref \u6307\u5411\u53d7\u9650\u3001\u52a0\u5bc6\u7684\u8bc1\u636e\u5e93；\u666e\u901a\u6392\u969c\u4eba\u5458\u5728 SIEM \u53ea\u80fd\u68c0\u7d22\u8131\u654f\u540e\u7684\u5143\u6570\u636e\u548c\u6458\u8981\u3002\u4e0d\u8981\u4e3a\u4e86\u6392\u67e5\u65b9\u4fbf\u628a body \u539f\u6837\u590d\u5236\u5230\u5de5\u5355\u3001\u804a\u5929\u8bb0\u5f55\u6216\u6307\u6807\u6807\u7b7e\u4e2d\u3002<\/p>\n

\n

\u4e09\u3001\u5148\u7528\u4f4e\u98ce\u9669\u8bd5\u70b9\u786e\u8ba4\u5f00\u5173\u548c\u63a5\u6536\u7aef，\u800c\u4e0d\u662f\u4e00\u6b21\u8986\u76d6\u6574\u4e2a\u4f01\u4e1a<\/h3>\n

\u542f\u7528\u987a\u5e8f\u5efa\u8bae\u5982\u4e0b：<\/p>\n

  • \u786e\u8ba4\u8d44\u683c\u4e0e owner\u3002 \u7531 enterprise owner \u786e\u8ba4\u4f01\u4e1a\u4f7f\u7528\u7684\u662f\u53d7\u652f\u6301\u7684 EMU\/GHEC \u8303\u56f4，\u5e76\u6307\u5b9a\u5b89\u5168\u3001\u5e73\u53f0\u3001\u9690\u79c1\u4e09\u65b9\u8d1f\u8d23\u4eba\u3002public preview \u529f\u80fd\u5e94\u6709\u660e\u786e\u7684\u9000\u51fa\u6216\u964d\u7ea7\u65b9\u6848\u3002<\/li>\n
  • \u5206\u5f00\u542f\u7528\u4e24\u9879 AI Controls\u3002 Copilot Usage Records Streaming \u8d1f\u8d23\u6301\u7eed\u5bfc\u51fa，Copilot Usage Records API \u8d1f\u8d23\u8fd1 48 \u5c0f\u65f6\u7684\u6309\u9700\u8bfb\u53d6；\u53ea\u5f00\u5176\u4e2d\u4e00\u4e2a，\u65e0\u6cd5\u540c\u65f6\u6ee1\u8db3\u5b9e\u65f6\u5904\u7f6e\u4e0e\u8865\u6570\u3002<\/li>\n
  • \u5148\u914d\u7f6e\u4e00\u4e2a\u9694\u79bb\u7684\u6d41\u5f0f\u76ee\u7684\u5730\u3002 \u6309 GitHub \u7684 audit log streaming \u6d41\u7a0b\u5b8c\u6210 endpoint \u68c0\u67e5\u3002\u6d4b\u8bd5\u6570\u636e\u4e0d\u8981\u5305\u542b\u751f\u4ea7\u51ed\u636e\u3001\u5ba2\u6237\u4ee3\u7801\u6216\u771f\u5b9e\u6545\u969c\u63d0\u793a\u8bcd\u3002<\/li>\n
  • \u505a\u4e00\u6b21\u7aef\u5230\u7aef\u7684\u65e0\u5bb3\u4f1a\u8bdd\u3002 \u5728\u8bd5\u70b9\u8d26\u53f7\u6267\u884c\u4e00\u4e2a\u65e0\u654f\u611f\u6570\u636e\u7684 Agent \u4efb\u52a1，\u9a8c\u8bc1\u63a5\u6536\u5668\u80fd\u89e3\u538b\u3001\u9a8c\u8bc1\u6a21\u5f0f\u3001\u6301\u4e45\u5316 event_id\u3001\u5199\u5165\u8131\u654f\u7d22\u5f15，\u5e76\u786e\u8ba4\u539f\u59cb\u6b63\u6587\u4e0d\u5411\u9ed8\u8ba4\u8fd0\u7ef4\u89d2\u8272\u5f00\u653e\u3002<\/li>\n
  • \u518d\u6d4b\u8bd5\u6682\u505c\u4e0e\u6062\u590d\u3002 GitHub \u6587\u6863\u8bf4\u660e，\u6682\u505c\u6d41\u65f6\u4f1a\u4fdd\u7559\u6700\u591a 7 \u5929\u7f13\u51b2；\u6062\u590d\u540e\u4e5f\u8981\u9a8c\u8bc1\u53bb\u91cd\u548c\u76ee\u7684\u5730\u7684\u53ef\u63a5\u53d7\u56de\u653e\u7a97\u53e3\u3002\u82e5\u76ee\u7684\u5730\u81ea\u8eab\u5bf9\u8fc7\u671f\u65e5\u5fd7\u6709\u66f4\u77ed\u9650\u5236，\u5e94\u4ee5\u66f4\u77ed\u7684\u4e00\u65b9\u4e3a\u51c6\u3002<\/li>\n

    \u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u4e0d\u8981\u628a\u201cAI Controls \u663e\u793a Enabled everywhere\u201d\u5f53\u4f5c\u9a8c\u6536\u5b8c\u6210\u3002\u5b83\u53ea\u8bc1\u660e\u5f00\u5173\u5df2\u6253\u5f00；\u6570\u636e\u80fd\u5426\u9001\u8fbe\u3001\u662f\u5426\u88ab\u91cd\u590d\u3001\u662f\u5426\u6cc4\u9732\u5230\u9519\u8bef\u7d22\u5f15，\u4ee5\u53ca\u8b66\u62a5\u662f\u5426\u771f\u6b63\u6709\u4eba\u63a5\u6536，\u90fd\u9700\u8981\u72ec\u7acb\u9a8c\u8bc1\u3002<\/p>\n

    \n

    \u56db\u3001\u628a REST API \u7528\u4f5c\u8865\u6570\u4e0e\u8c03\u67e5\u5165\u53e3，\u800c\u4e0d\u662f\u7b2c\u4e8c\u4e2a\u65e0\u8fb9\u754c\u65e5\u5fd7\u5e93<\/h3>\n

    \u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0REST API \u9002\u5408\u4e24\u7c7b\u4efb\u52a1：\u6d41\u5f0f\u63a5\u6536\u5668\u53d1\u751f\u77ed\u6682\u6545\u969c\u540e\u7684\u8865\u6570，\u4ee5\u53ca\u5df2\u77e5\u4e8b\u4ef6\u7684\u5feb\u901f\u53ea\u8bfb\u8c03\u67e5\u3002\u5b83\u7684\u7a97\u53e3\u4ec5\u9650\u6700\u8fd1 48 \u5c0f\u65f6，\u56e0\u6b64\u4e0d\u80fd\u4ee3\u66ff\u957f\u671f\u5f52\u6863\u3002<\/p>\n

    \u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u4e0b\u9762\u7684\u8bf7\u6c42\u53ea\u6f14\u793a\u8bfb\u53d6\u3002\u4ee4\u724c\u5fc5\u987b\u7531\u6709\u6743\u7684 enterprise owner \u6216\u53d7\u63a7\u670d\u52a1\u8eab\u4efd\u4fdd\u5b58，\u4e0d\u80fd\u5199\u5165\u4ed3\u5e93\u3001\u7ec8\u7aef\u5386\u53f2\u3001\u65e5\u5fd7\u6216 Agent \u63d0\u793a\u8bcd\u3002classic PAT \u4e0e OAuth app token \u9700\u8981 read:enterprise；\u7ec6\u7c92\u5ea6 GitHub App token \u5219\u9700\u8981\u6587\u6863\u5217\u51fa\u7684\u4f01\u4e1a\u7ea7\u53ea\u8bfb\u6743\u9650\u4e4b\u4e00\u3002<\/p>\n

    curl –fail-with-body -L \\\\
    \n -H "Accept: application\/vnd.github+json" \\\\
    \n -H "Authorization: Bearer $GITHUB_TOKEN" \\\\
    \n -H "X-GitHub-Api-Version: 2026-03-10" \\\\
    \n "https:\/\/api.github.com\/enterprises\/ENTERPRISE\/copilot\/usage-records?per_page=25&order=asc" <\/p>\n

    \u5b9e\u8df5\u65f6\u8fd8\u5e94\u8865\u4e0a\u56db\u4e2a\u7ea6\u675f：<\/p>\n

  • \u6309 Link header \u4fdd\u5b58\u548c\u63a8\u8fdb cursor\u3002 after\u3001before \u662f API \u63d0\u4f9b\u7684\u6e38\u6807\u53c2\u6570；\u4e0d\u8981\u51ed\u672c\u5730\u65f6\u95f4\u6233\u731c\u4e0b\u4e00\u9875，\u5426\u5219\u4f1a\u5728\u91cd\u8bd5\u548c\u65f6\u949f\u504f\u5dee\u4e0b\u6f0f\u6570\u6216\u91cd\u590d\u3002<\/li>\n
  • \u56fa\u5b9a\u4e3a\u53ea\u8bfb\u670d\u52a1\u8eab\u4efd\u3002 \u91c7\u96c6\u8eab\u4efd\u4e0d\u9700\u8981\u4ed3\u5e93\u5199\u5165\u3001Actions secrets\u3001\u5408\u5e76 PR \u6216 AI Controls \u4fee\u6539\u6743\u9650\u3002<\/li>\n
  • \u628a 48 \u5c0f\u65f6\u5f53\u4f5c\u6062\u590d\u76ee\u6807\u3002 \u63a5\u6536\u5668\u6545\u969c\u8d85\u8fc7\u8fd9\u4e2a\u7a97\u53e3，\u5c31\u4e0d\u5e94\u5ba3\u79f0\u80fd\u591f\u4ece Usage Records API \u5b8c\u6574\u8ffd\u56de；\u9700\u8981\u901a\u8fc7\u6d41\u5f0f\u76ee\u7684\u5730\u3001\u5ba1\u8ba1\u8bb0\u5f55\u548c\u4e8b\u6545\u65f6\u95f4\u7ebf\u8bf4\u660e\u7f3a\u53e3\u3002<\/li>\n
  • \u4e0d\u8ba9\u89e3\u6790\u5668\u6267\u884c\u6b63\u6587\u4e2d\u7684\u4efb\u4f55\u5185\u5bb9\u3002 body \u662f JSON \u7f16\u7801\u5b57\u7b26\u4e32，\u4e0d\u5e94\u88ab\u5f53\u4f5c\u547d\u4ee4\u3001\u914d\u7f6e\u6216\u540e\u7eed Agent \u4efb\u52a1\u8f93\u5165\u3002\u89e3\u6790\u524d\u9650\u5236\u5927\u5c0f\u3001\u6df1\u5ea6\u548c\u5b57\u6bb5\u767d\u540d\u5355，\u8bb0\u5f55 truncated \u72b6\u6001\u3002<\/li>\n

    \u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u82e5\u54cd\u5e94\u8fd4\u56de 403，\u4f18\u5148\u68c0\u67e5\u4f01\u4e1a\u8d44\u683c\u3001AI Controls \u5f00\u5173\u3001\u8c03\u7528\u8005\u8eab\u4efd\u4e0e\u4ee4\u724c\u6743\u9650；\u4e0d\u8981\u901a\u8fc7\u6269\u5927\u53d1\u4ee4\u724c\u6743\u9650\u6216\u6362\u6210\u4e2a\u4eba\u7ba1\u7406\u5458\u4ee4\u724c\u201c\u5148\u8dd1\u901a\u518d\u8bf4\u201d\u3002<\/p>\n

    \n

    \u4e94\u3001\u7528\u5ba1\u8ba1\u65e5\u5fd7\u5173\u8054\u201c\u8c01\u89e6\u53d1\u4e86 Agent \u52a8\u4f5c\u201d，\u800c\u4e0d\u662f\u4ece\u63d0\u793a\u8bcd\u731c\u6d4b\u8d23\u4efb<\/h3>\n

    \u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0Usage record \u9002\u5408\u89c2\u5bdf\u4f1a\u8bdd\u5c42\u7684\u8bf7\u6c42\u548c\u54cd\u5e94；\u4f01\u4e1a\u5ba1\u8ba1\u65e5\u5fd7\u66f4\u9002\u5408\u56de\u7b54\u201cAgent \u5728 GitHub \u4e2d\u505a\u4e86\u4ec0\u4e48\u201d\u3002GitHub \u7684 Agent \u5ba1\u8ba1\u4e8b\u4ef6\u53ef\u7528 actor:Copilot \u68c0\u7d22，\u5e38\u7528\u5b57\u6bb5\u5305\u62ec：<\/p>\n\n\n\n\n\n\n\n
    \n

    \u5b57\u6bb5<\/p>\n<\/td>\n

    		\n

    \u53ef\u4ee5\u56de\u7b54\u7684\u95ee\u9898<\/p>\n<\/td>\n

    		\n

    \u4f7f\u7528\u8fb9\u754c<\/p>\n<\/td>\n<\/tr>\n

    \n

    action<\/p>\n<\/td>\n

    		\n

    Agent \u521b\u5efa\u4e86 PR\u3001\u4fee\u6539\u4e86\u4ec0\u4e48\u7c7b\u578b\u7684 GitHub \u8d44\u6e90？<\/p>\n<\/td>\n

    		\n

    \u8fd9\u662f GitHub \u52a8\u4f5c\u8bb0\u5f55，\u4e0d\u7b49\u540c\u4e8e\u672c\u5730 IDE \u7684\u5b8c\u6574\u4f1a\u8bdd\u5185\u5bb9<\/p>\n<\/td>\n<\/tr>\n

    \n

    actor_is_agent<\/p>\n<\/td>\n

    		\n

    \u8be5\u4e8b\u4ef6\u662f\u5426\u7531 AI Agent \u6267\u884c？<\/p>\n<\/td>\n

    		\n

    \u4ec5\u5c06\u5176\u7528\u4e8e\u4e8b\u4ef6\u5206\u7c7b，\u4e0d\u636e\u6b64\u63a8\u65ad\u7528\u6237\u610f\u56fe\u6216\u4e1a\u52a1\u6388\u6743<\/p>\n<\/td>\n<\/tr>\n

    \n

    user<\/p>\n<\/td>\n

    		\n

    \u8c01\u53d1\u8d77\u4e86\u8fd9\u9879 Agent \u6d3b\u52a8？<\/p>\n<\/td>\n

    		\n

    \u5e94\u6309\u6700\u5c0f\u77e5\u6089\u539f\u5219\u5c55\u793a，\u5e76\u9075\u5b88\u4f01\u4e1a\u9690\u79c1\u89c4\u5219<\/p>\n<\/td>\n<\/tr>\n

    \n

    agent_session_id<\/p>\n<\/td>\n

    		\n

    \u80fd\u5426\u5173\u8054\u5230\u7279\u5b9a\u7684 Agent \u4f1a\u8bdd？<\/p>\n<\/td>\n

    		\n

    \u8be5\u5b57\u6bb5\u4ec5\u5728\u7531 Agent \u4f1a\u8bdd\u4ea7\u751f\u7684\u4e8b\u4ef6\u4e2d\u51fa\u73b0；\u7f3a\u5931\u65f6\u4e0d\u80fd\u81ea\u884c\u731c\u6d4b\u5173\u8054<\/p>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

    \u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u63a8\u8350\u7684\u8c03\u67e5\u987a\u5e8f\u662f：\u5148\u4ece\u5f02\u5e38\u4ed3\u5e93\/PR\/\u65f6\u95f4\u6bb5\u7684\u5ba1\u8ba1\u4e8b\u4ef6\u5f00\u59cb，\u786e\u8ba4 action\u3001user \u4e0e agent_session_id；\u518d\u5728\u53d7\u63a7\u8bc1\u636e\u5e93\u4e2d\u67e5\u627e\u540c\u4e00\u4f1a\u8bdd\u6216\u540c\u4e00\u65f6\u95f4\u7a97\u7684 usage record；\u6700\u540e\u628a\u7ecf\u8fc7\u4eba\u5de5\u6838\u9a8c\u7684\u8bc1\u636e\u94fe\u63a5\u5230\u5de5\u5355\u3002\u4e0d\u8981\u76f4\u63a5\u6309\u63d0\u793a\u8bcd\u5173\u952e\u8bcd\u641c\u7d22\u5168\u4f01\u4e1a\u6b63\u6587，\u66f4\u4e0d\u8981\u628a\u8bed\u8a00\u6a21\u578b\u5bf9\u6b63\u6587\u7684\u63a8\u65ad\u5f53\u4f5c\u5f52\u8d23\u7ed3\u8bba\u3002<\/p>\n

    \n

    \u516d\u3001\u5c06\u544a\u8b66\u5efa\u7acb\u5728\u201c\u5f02\u5e38\u7684\u53ef\u9a8c\u8bc1\u884c\u4e3a\u201d\u4e0a，\u800c\u4e0d\u662f\u5185\u5bb9\u76d1\u63a7<\/h3>\n

    \u521d\u671f\u53ef\u4ee5\u91c7\u7528\u4ee5\u4e0b\u4f4e\u8bef\u4f24\u89c4\u5219，\u5747\u9700\u5728\u8bd5\u70b9\u671f\u4eba\u5de5\u590d\u6838：<\/p>\n\n\n\n\n\n\n\n
    \n

    \u4fe1\u53f7<\/p>\n<\/td>\n

    		\n

    \u793a\u4f8b<\/p>\n<\/td>\n

    		\n

    \u7b2c\u4e00\u54cd\u5e94<\/p>\n<\/td>\n<\/tr>\n

    \n

    \u91c7\u96c6\u5b8c\u6574\u6027<\/p>\n<\/td>\n

    		\n

    \u65b0\u9c9c\u5ea6\u8d85\u8fc7\u7ea6\u5b9a\u9608\u503c\u3001\u4e8b\u4ef6 ID \u8fde\u7eed\u91cd\u590d\u3001\u63a5\u6536\u5668\u89e3\u6790\u5931\u8d25\u589e\u52a0<\/p>\n<\/td>\n

    		\n

    \u68c0\u67e5\u76ee\u7684\u5730\u5065\u5eb7\u3001\u961f\u5217\u3001\u6743\u9650\u4e0e\u89e3\u538b\/\u6a21\u5f0f\u53d8\u66f4；\u5fc5\u8981\u65f6\u7acb\u5373\u542f\u52a8 48 \u5c0f\u65f6\u8865\u6570<\/p>\n<\/td>\n<\/tr>\n

    \n

    \u654f\u611f\u6570\u636e\u63a7\u5236<\/p>\n<\/td>\n

    		\n

    truncated=true \u7a81\u589e\u3001\u539f\u59cb\u6b63\u6587\u88ab\u975e\u9884\u671f\u89d2\u8272\u8bfb\u53d6\u3001\u7d22\u5f15\u5668\u8f93\u51fa\u4e86 body \u5b57\u6bb5<\/p>\n<\/td>\n

    		\n

    \u9694\u79bb\u7d22\u5f15\u3001\u64a4\u56de\u8bbf\u95ee\u3001\u8bc4\u4f30\u5df2\u66b4\u9732\u8303\u56f4，\u518d\u8c03\u6574\u8131\u654f\u89c4\u5219<\/p>\n<\/td>\n<\/tr>\n

    \n

    Agent \u884c\u4e3a<\/p>\n<\/td>\n

    		\n

    \u4e00\u4e2a\u4f1a\u8bdd\u77ed\u65f6\u95f4\u5185\u521b\u5efa\u5927\u91cf PR\u3001\u8de8\u51fa\u5141\u8bb8\u7ec4\u7ec7\u6216\u53cd\u590d\u89e6\u53d1\u5931\u8d25\u7684\u5199\u64cd\u4f5c<\/p>\n<\/td>\n

    		\n

    \u6682\u505c\u8be5 Agent \u7684\u4efb\u52a1\u5206\u914d\u6216\u6536\u7d27\u4ed3\u5e93\u8303\u56f4，\u5e76\u4ece\u5ba1\u8ba1\u65e5\u5fd7\u6838\u9a8c，\u800c\u975e\u81ea\u52a8\u5c01\u7981\u7528\u6237<\/p>\n<\/td>\n<\/tr>\n

    \n

    \u5173\u8054\u5931\u8d25<\/p>\n<\/td>\n

    		\n

    \u5ba1\u8ba1\u4e8b\u4ef6\u6307\u5411\u4f1a\u8bdd，\u4f46\u8bc1\u636e\u5e93\u6ca1\u6709\u5bf9\u5e94\u8bb0\u5f55<\/p>\n<\/td>\n

    		\n

    \u8bb0\u5f55\u6570\u636e\u7f3a\u53e3，\u68c0\u67e5\u6d41\u5ef6\u8fdf\u4e0e\u4fdd\u7559\u7a97\u53e3；\u4e0d\u80fd\u628a\u201c\u672a\u627e\u5230\u201d\u5199\u6210\u201c\u672a\u53d1\u751f\u201d<\/p>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

    \u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u81ea\u52a8\u5316\u53ea\u5e94\u89e6\u53d1\u901a\u77e5\u3001\u6536\u96c6\u53ea\u8bfb\u8bc1\u636e\u6216\u963b\u65ad\u660e\u786e\u5b9a\u4e49\u7684\u9ad8\u98ce\u9669\u6267\u884c\u9762\u3002\u6d89\u53ca\u505c\u7528\u4eba\u5458\u3001\u5173\u95ed PR\u3001\u5220\u9664\u6570\u636e\u6216\u6269\u5927\u76d1\u63a7\u8303\u56f4\u7684\u52a8\u4f5c，\u4ecd\u5e94\u4fdd\u7559\u4eba\u5de5\u5ba1\u6279\u548c\u53ef\u8ffd\u6eaf\u7684\u53d8\u66f4\u8bb0\u5f55\u3002<\/p>\n

    \n

    \u4e03\u3001\u9a8c\u6536\u77e9\u9635：\u628a\u53ef\u89c2\u6d4b\u6027\u672c\u8eab\u5f53\u6210\u4e00\u9879\u751f\u4ea7\u80fd\u529b\u6d4b\u8bd5<\/h3>\n\n\n\n\n\n\n\n\n\n
    \n

    \u9a8c\u6536\u573a\u666f<\/p>\n<\/td>\n

    		\n

    \u671f\u671b\u7ed3\u679c<\/p>\n<\/td>\n

    		\n

    \u5931\u8d25\u4fe1\u53f7<\/p>\n<\/td>\n<\/tr>\n

    \n

    \u8bd5\u70b9\u65e0\u5bb3\u4f1a\u8bdd<\/p>\n<\/td>\n

    		\n

    \u6d41\u5f0f\u8bb0\u5f55\u5230\u8fbe\u3001\u4ee5 event_id \u5e42\u7b49\u843d\u5e93\u3001\u8131\u654f\u7d22\u5f15\u53ef\u68c0\u7d22<\/p>\n<\/td>\n

    		\n

    \u53ea\u6709\u539f\u59cb\u6587\u4ef6，\u6ca1\u6709\u53ef\u9a8c\u8bc1\u7684\u89e3\u6790\u4e0e\u8bbf\u95ee\u5ba1\u8ba1<\/p>\n<\/td>\n<\/tr>\n

    \n

    \u91cd\u590d\u6295\u9012<\/p>\n<\/td>\n

    		\n

    \u539f\u59cb\u8bc1\u636e\u53ea\u4fdd\u7559\u4e00\u4efd\u6216\u6807\u51fa\u91cd\u590d，\u6307\u6807\u4e0d\u91cd\u590d\u8ba1\u6570<\/p>\n<\/td>\n

    		\n

    \u6bcf\u6b21\u91cd\u8bd5\u90fd\u751f\u6210\u65b0\u7684\u544a\u8b66\u6216\u65b0\u7684\u4e1a\u52a1\u4e8b\u4ef6<\/p>\n<\/td>\n<\/tr>\n

    \n

    \u6682\u505c\/\u6062\u590d<\/p>\n<\/td>\n

    		\n

    \u7f13\u51b2\u671f\u5185\u6062\u590d\u540e\u80fd\u8865\u9f50\u5e76\u53bb\u91cd，\u6062\u590d\u65f6\u95f4\u6709\u8bb0\u5f55<\/p>\n<\/td>\n

    		\n

    \u628a\u76ee\u7684\u5730\u6062\u590d\u5f53\u6210\u6570\u636e\u5b8c\u6574\u6027\u8bc1\u660e，\u672a\u68c0\u67e5\u56de\u653e\u7a97\u53e3<\/p>\n<\/td>\n<\/tr>\n

    \n

    API \u8865\u6570<\/p>\n<\/td>\n

    		\n

    cursor \u53ef\u63a8\u8fdb\u3001\u6743\u9650\u6700\u5c0f\u3001\u7a97\u53e3\u5185\u6570\u636e\u53ef\u4e0e\u6d41\u5f0f\u7ed3\u679c\u6bd4\u5bf9<\/p>\n<\/td>\n

    		\n

    \u4f7f\u7528\u5bbd\u6743\u9650\u4e2a\u4eba\u4ee4\u724c，\u6216\u628a API \u54cd\u5e94\u76f4\u63a5\u5199\u5230\u516c\u5171\u65e5\u5fd7<\/p>\n<\/td>\n<\/tr>\n

    \n

    \u5ba1\u8ba1\u5173\u8054<\/p>\n<\/td>\n

    		\n

    \u80fd\u4ece actor:Copilot \u4e8b\u4ef6\u8ffd\u5230\u5de5\u5355\u8bc1\u636e；\u7f3a\u5931 ID \u660e\u786e\u6807\u6ce8<\/p>\n<\/td>\n

    		\n

    \u7528\u6b63\u6587\u5173\u952e\u8bcd\u201c\u731c\u201d\u7528\u6237\u3001\u4ed3\u5e93\u6216\u4f1a\u8bdd\u5f52\u5c5e<\/p>\n<\/td>\n<\/tr>\n

    \n

    \u6743\u9650\u590d\u6838<\/p>\n<\/td>\n

    		\n

    \u539f\u59cb\u6b63\u6587\u53ea\u5bf9\u6279\u51c6\u89d2\u8272\u53ef\u8bfb，\u5e38\u89c4\u8fd0\u7ef4\u53ea\u770b\u6d3e\u751f\u5b57\u6bb5<\/p>\n<\/td>\n

    		\n

    SIEM \u9ed8\u8ba4\u89d2\u8272\u80fd\u4e0b\u8f7d\u5b8c\u6574 prompts\/responses<\/p>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

    \n

    \u516b\u3001\u4e94\u4e2a\u5e38\u89c1\u8bef\u533a<\/h3>\n

    1）\u628a\u6d41\u5f0f\u6570\u636e\u5f53\u6210\u9ed8\u8ba4\u5b89\u5168\u7684\u65e5\u5fd7<\/h4>\n

    \u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0Usage record \u7684\u6b63\u6587\u53ef\u80fd\u5305\u542b\u9ad8\u5ea6\u654f\u611f\u7684\u8f93\u5165\u548c\u8f93\u51fa\u3002\u4fdd\u7559\u5b83\u7684\u7406\u7531\u5e94\u662f\u8c03\u67e5\u9700\u8981，\u800c\u4e0d\u662f\u201c\u672a\u6765\u4e5f\u8bb8\u4f1a\u6709\u7528\u201d\u3002<\/p>\n

    2）\u53ea\u5f00 Streaming，\u4e0d\u5f00 API<\/h4>\n

    \u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u6d41\u5f0f\u63a5\u6536\u5668\u6545\u969c\u540e\u9700\u8981\u4e00\u4e2a\u53d7\u63a7\u8865\u6570\u5165\u53e3；\u6ca1\u6709 API，\u5c31\u5f88\u96be\u5728\u6700\u8fd1\u7a97\u53e3\u5185\u6838\u9a8c\u7f3a\u53e3\u3002\u53cd\u8fc7\u6765\u4e5f\u4e00\u6837：\u53ea\u8f6e\u8be2 48 \u5c0f\u65f6 API \u4e0d\u80fd\u5efa\u7acb\u957f\u671f\u3001\u4f4e\u5ef6\u8fdf\u7684\u5ba1\u8ba1\u8bc1\u636e\u3002<\/p>\n

    3）\u5047\u8bbe\u7cbe\u786e\u4e00\u6b21\u6295\u9012<\/h4>\n

    \u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u5b98\u65b9\u660e\u786e\u91c7\u7528 at-least-once\u3002\u6ca1\u6709\u5e42\u7b49\u952e\u548c\u53bb\u91cd，\u6d41\u91cf\u3001\u7528\u91cf\u548c\u5f02\u5e38\u6b21\u6570\u90fd\u4f1a\u88ab\u9519\u8bef\u653e\u5927\u3002<\/p>\n

    4）\u628a 48 \u5c0f\u65f6\u67e5\u8be2\u7a97\u53e3\u5f53\u4f5c\u4fdd\u7559\u7b56\u7565<\/h4>\n

    \u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u5b83\u662f\u6309\u9700\u8bbf\u95ee\u7a97\u53e3，\u4e0d\u662f\u957f\u671f\u5f52\u6863\u627f\u8bfa\u3002\u6d41\u5f0f\u76ee\u7684\u5730\u3001\u52a0\u5bc6\u7559\u5b58\u3001\u8bbf\u95ee\u5ba1\u8ba1\u548c\u6e05\u9664\u673a\u5236\u5fc5\u987b\u7531\u56e2\u961f\u81ea\u884c\u8bbe\u8ba1\u3002<\/p>\n

    5）\u7528\u5168\u6587\u5185\u5bb9\u626b\u63cf\u66ff\u4ee3\u884c\u4e3a\u5ba1\u8ba1<\/h4>\n

    \u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u5168\u6587\u68c0\u7d22\u65e2\u5bb9\u6613\u6cc4\u9732\u6570\u636e，\u4e5f\u5bb9\u6613\u4ea7\u751f\u8bef\u5224\u3002\u4f18\u5148\u4f7f\u7528\u53ef\u9a8c\u8bc1\u7684\u4f1a\u8bdd ID\u3001\u5ba1\u8ba1\u52a8\u4f5c\u3001PR\u3001\u4ed3\u5e93\u8303\u56f4\u548c\u6743\u9650\u4e8b\u4ef6；\u53ea\u6709\u5728\u5408\u89c4\u6388\u6743\u7684\u8c03\u67e5\u4e2d\u624d\u6253\u5f00\u53d7\u9650\u539f\u59cb\u6b63\u6587\u3002<\/p>\n

    \n

    \u7ed3\u8bed<\/h3>\n

    \u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0Copilot \u4f1a\u8bdd\u6d41\u5f0f\u6570\u636e\u8ba9\u4f01\u4e1a\u7b2c\u4e00\u6b21\u53ef\u4ee5\u628a Agent \u7684\u201c\u770b\u89c1\u201d\u4e0e\u201c\u884c\u52a8\u201d\u653e\u5728\u540c\u4e00\u6761\u8bc1\u636e\u94fe\u4e2d，\u4f46\u8fd9\u6761\u94fe\u7684\u5b89\u5168\u6027\u53d6\u51b3\u4e8e\u63a5\u6536\u5668\u3001\u6743\u9650\u3001\u8131\u654f\u3001\u4fdd\u7559\u548c\u8c03\u67e5\u6d41\u7a0b，\u800c\u4e0d\u53d6\u51b3\u4e8e\u662f\u5426\u6253\u5f00\u4e00\u4e2a\u5f00\u5173\u3002<\/p>\n

    \u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u5148\u4ece\u4e00\u4e2a\u9694\u79bb\u8bd5\u70b9\u5f00\u59cb：\u9a8c\u8bc1\u4e00\u6b21\u65e0\u5bb3\u4f1a\u8bdd\u3001\u4e00\u6b21\u91cd\u590d\u6295\u9012\u3001\u4e00\u6b21\u6682\u505c\u6062\u590d\u3001\u4e00\u6b21 API \u8865\u6570\u548c\u4e00\u6b21\u5ba1\u8ba1\u5173\u8054\u3002\u53ea\u6709\u5f53\u8fd9\u4e94\u4ef6\u4e8b\u90fd\u80fd\u6e05\u695a\u590d\u76d8\u65f6，\u624d\u9010\u6b65\u6269\u5927\u5230\u66f4\u591a\u4ed3\u5e93\u4e0e Agent \u5ba2\u6237\u7aef\u3002<\/p>\n

    \n

    \u6765\u6e90\u4e0e\u5ef6\u4f38\u9605\u8bfb<\/h3>\n
      \n
    • Copilot agent session streaming is now in public preview：GitHub \u5b98\u65b9\u516c\u544a，\u53d1\u5e03\u4e8e 2026-07-02；\u8986\u76d6\u8303\u56f4\u3001\u542f\u7528\u5165\u53e3\u4e0e 48 \u5c0f\u65f6 API\u3002<\/li>\n
    • Streaming the audit log for your enterprise：\u6d41\u5f0f\u76ee\u7684\u5730\u3001at-least-once\u3001\u6682\u505c\u7f13\u51b2\u53ca\u542f\u7528 Copilot \u4f1a\u8bdd\u4e8b\u4ef6\u7684\u6b65\u9aa4\u3002<\/li>\n
    • REST API endpoints for Copilot usage metrics：Usage Records API\u3001\u6743\u9650\u3001\u6e38\u6807\u548c\u6bcf\u9875\u4e0a\u9650\u3002<\/li>\n
    • Audit log events for agents：actor:Copilot\u3001agent_session_id \u53ca\u6d41\u5f0f\u8bb0\u5f55\u5b57\u6bb5\u3002<\/li>\n
    • \u53ef\u89c2\u6d4b\u6027\u6df1\u5ea6\u5b9e\u8df5：\u96f6\u76f2\u76d2\u8ffd\u8e2a Agent \u591a\u6b65\u63a8\u7406（Langfuse\/Opik）\u2014\u2014Fedora \u76ee\u5f55\u5220\u9664\u6572\u54cd\u8b66\u949f，\u8ba9\u4f60\u7684 AI \u4e0d\u518d\u88f8\u5954：\u5c06 trace\u3001\u5de5\u5177\u8c03\u7528\u4e0e\u4e1a\u52a1\u7ed3\u679c\u505a\u6210\u53ef\u89e3\u91ca\u89c2\u6d4b\u3002<\/li>\n
    • Copilot \u4f01\u4e1a\u6258\u7ba1\u8bbe\u7f6e\u5b9e\u6218：\u7528\u7b56\u7565\u5373\u4ee3\u7801\u7ba1\u4f4f\u63d2\u4ef6\u3001\u5e02\u573a\u4e0e\u4e91 Agent：\u5c06\u89c2\u6d4b\u4e4b\u5916\u7684\u63d2\u4ef6\u3001\u5e02\u573a\u4e0e\u6267\u884c\u6743\u9650\u7eb3\u5165\u7b56\u7565\u8fb9\u754c\u3002<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"

      \u627f\u63a5： \u53ef\u89c2\u6d4b\u6027\u6df1\u5ea6\u5b9e\u8df5：\u96f6\u76f2\u76d2\u8ffd\u8e2a Agent \u591a\u6b65\u63a8\u7406（Langfuse\/Opik）\u2014\u2014Fedora \u76ee\u5f55\u5220\u9664\u6572\u54cd\u8b66\u949f，\u8ba9\u4f60\u7684 AI \u4e0d\u518d\u88f8\u5954 Copilot \u4f01\u4e1a\u6258\u7ba1\u8bbe\u7f6e\u5b9e\u6218：\u7528\u7b56\u7565\u5373\u4ee3\u7801\u7ba1\u4f4f\u63d2\u4ef6\u3001\u5e02\u573a\u4e0e\u4e91 Agent \u8c03\u7814\u65e5\u671f：2026-08-02 \u672c\u6587\u76ee\u6807：\u5c06 GitHub Copilot agent session streaming \u4e0e Usage R<\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[9098,10109,10110,71,3070,4130],"topic":[],"class_list":["post-89077","post","type-post","status-publish","format-standard","hentry","category-server","tag-it","tag-10109","tag-10110","tag-ai-agent","tag-copilot","tag-devsecops"],"yoast_head":"\nCopilot Agent \u4f1a\u8bdd\u6d41\u5f0f\u5ba1\u8ba1\u5b9e\u6218\uff1a\u4ece 48 \u5c0f\u65f6\u8865\u6570\u5230\u8131\u654f\u544a\u8b66\u95ed\u73af - 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