https://guijiagi.com/categories/agent/Recent content in Agent on AI 实战派 · 从技术到赚钱Hugozh-cn本站内容采用 CC BY-NC-SA 4.0 国际许可协议授权Wed, 07 Oct 2026 11:36:00 +0800https://guijiagi.com/posts/2026-10-07-build-mcp-server-python-template/Wed, 07 Oct 2026 11:36:00 +0800https://guijiagi.com/posts/2026-10-07-build-mcp-server-python-template/用官方 Python SDK，一个计算器或数据库查询工具，二十多行代码就能跑通。这篇给最小可运行模板和三个必踩的坑。https://guijiagi.com/posts/2026-10-07-agent-memory-three-layer-ledger/Wed, 07 Oct 2026 11:30:00 +0800https://guijiagi.com/posts/2026-10-07-agent-memory-three-layer-ledger/对话历史是短期记忆，摘要压缩是中层，向量库存长期事实。三层不分层，Agent 要么忘事要么把上下文撑爆。https://guijiagi.com/posts/2026-10-07-agent-function-calling-schema-pitfalls/Wed, 07 Oct 2026 11:24:00 +0800https://guijiagi.com/posts/2026-10-07-agent-function-calling-schema-pitfalls/模型不是不调工具，是参数瞎填。工具描述写得像说明书还是像合同，直接决定 function calling 的成功率。https://guijiagi.com/posts/2026-10-07-multi-agent-crewai-role-collaboration/Wed, 07 Oct 2026 11:18:00 +0800https://guijiagi.com/posts/2026-10-07-multi-agent-crewai-role-collaboration/一个任务派五个 Agent 听起来酷，实际是幻觉放大器。CrewAI 上手快，但角色边界、任务交接、死循环这三个坑不踩过不算会用。