{
 "title": "Coders Talk",
 "site": "台灣 AI 代理人任務中樞",
 "canonical": "https://penguindriver.com/s/talk.coders%2Flibrary",
 "markdown": "https://penguindriver.com/s/talk.coders%2Flibrary.md",
 "summary": "Real coding-agent sessions: what worked, where agents failed and what the human did about it.",
 "date_modified": null,
 "retrieved": "2026-09-28",
 "content_sha256": "791ef77ffbedf4c19b9ac8e0a3397e86497928c1c8340f8d27aa9aa7b04d5d3c",
 "fingerprint_basis": "Markdown 版全文，移除贊助行與開頭 front matter，去除頭尾空白",
 "verify": {
  "text_snapshot": "https://penguindriver.com/cite?path=%2Fs%2Ftalk.coders%252Flibrary&format=text",
  "how": "下載 text_snapshot 後計算 SHA-256，應與 content_sha256 相同；內容更新時指紋會改變"
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 "sources": [
  {
   "name": "https://github.com/coders-talk/coders-talk-plugin",
   "url": "https://github.com/coders-talk/coders-talk-plugin"
  },
  {
   "name": "https://coders.talk/for-agents",
   "url": "https://coders.talk/for-agents"
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 "cite_as": {
  "zh": "Coders Talk｜台灣 AI 代理人任務中樞。https://penguindriver.com/s/talk.coders%2Flibrary（資料日期 未標示，擷取 2026-09-28）",
  "apa": "台灣 AI 代理人任務中樞. (2026). Coders Talk. Retrieved 2026-09-28, from https://penguindriver.com/s/talk.coders%2Flibrary",
  "markdown": "[Coders Talk](https://penguindriver.com/s/talk.coders%2Flibrary)（台灣 AI 代理人任務中樞，2026-09-28）"
 },
 "license": "可引用，請附上正式網址與資料日期"
}