https://caiwei.online/https://caiwei.online/about/https://caiwei.online/archive/https://caiwei.online/blog/https://caiwei.online/blog/agent-evals/https://caiwei.online/blog/agent-learning-path/https://caiwei.online/blog/agent-loop-internals/https://caiwei.online/blog/build-from-source/https://caiwei.online/blog/capability-seams/https://caiwei.online/blog/codex-agent-architecture/https://caiwei.online/blog/codex-tools-sandbox-mcp/https://caiwei.online/blog/context-economics-and-caching/https://caiwei.online/blog/cordis-capstone/https://caiwei.online/blog/cordis-context/https://caiwei.online/blog/cordis-dependency-injection/https://caiwei.online/blog/cordis-events-dispatch/https://caiwei.online/blog/cordis-fiber-effect/https://caiwei.online/blog/cordis-fiber-lifecycle/https://caiwei.online/blog/cordis-first-plugin/https://caiwei.online/blog/cordis-hmr/https://caiwei.online/blog/cordis-learning-path/https://caiwei.online/blog/cordis-plugin-framework/https://caiwei.online/blog/cordis-scopes/https://caiwei.online/blog/cordis-services/https://caiwei.online/blog/cordis-typed-events/https://caiwei.online/blog/deepseek-harness-learning-path/https://caiwei.online/blog/dsh-in-10-minutes/https://caiwei.online/blog/dsh-vs-codex-agent-patterns/https://caiwei.online/blog/features-demo/https://caiwei.online/blog/handwrite-agent-loop/https://caiwei.online/blog/hello-world/https://caiwei.online/blog/human-in-the-loop/https://caiwei.online/blog/jit-context-and-subagents/https://caiwei.online/blog/llm-adapter-streaming/https://caiwei.online/blog/llm-api-fundamentals/https://caiwei.online/blog/mcp-in-practice/https://caiwei.online/blog/memory-and-compaction/https://caiwei.online/blog/mermaid-diagrams/https://caiwei.online/blog/multi-agent-patterns/https://caiwei.online/blog/newapi-architecture-lifecycle/https://caiwei.online/blog/newapi-auth-tokens/https://caiwei.online/blog/newapi-billing-ratios/https://caiwei.online/blog/newapi-cache-performance/https://caiwei.online/blog/newapi-channel-management/https://caiwei.online/blog/newapi-learning-path/https://caiwei.online/blog/newapi-loadbalancing-retry/https://caiwei.online/blog/newapi-logging-observability/https://caiwei.online/blog/newapi-plugins-deployment/https://caiwei.online/blog/newapi-relay-adaptors/https://caiwei.online/blog/newapi-token-estimator/https://caiwei.online/blog/newapi-users-groups/https://caiwei.online/blog/product-forms-web-headless-sdk/https://caiwei.online/blog/profiles-and-bundles/https://caiwei.online/blog/prompts-and-tool-design/https://caiwei.online/blog/rag-engineering/https://caiwei.online/blog/rag-minimal/https://caiwei.online/blog/sandbox-permissions-security/https://caiwei.online/blog/session-append-only-log/https://caiwei.online/blog/ship-your-agent/https://caiwei.online/blog/system-prompt-assembly/https://caiwei.online/blog/tools-execution-pipeline/https://caiwei.online/blog/ts-capstone/https://caiwei.online/blog/ts-event-loop-emitter/https://caiwei.online/blog/ts-generics-declaration-merging/https://caiwei.online/blog/ts-http-sse/https://caiwei.online/blog/ts-learning-path/https://caiwei.online/blog/ts-mini-agent/https://caiwei.online/blog/ts-modules-npm/https://caiwei.online/blog/ts-plugin-host/https://caiwei.online/blog/ts-process-signals/https://caiwei.online/blog/ts-promise-async/https://caiwei.online/blog/ts-reading-opensource/https://caiwei.online/blog/ts-schema-validation/https://caiwei.online/blog/ts-type-system/https://caiwei.online/blog/what-is-an-agent/https://caiwei.online/blog/why-static-blog/https://caiwei.online/blog/write-your-own-plugin/https://caiwei.online/search/https://caiwei.online/series/https://caiwei.online/series/agent/https://caiwei.online/series/cordis/https://caiwei.online/series/deepseek-harness/https://caiwei.online/series/new-api/https://caiwei.online/series/ts/https://caiwei.online/tags/https://caiwei.online/tags/%E4%B8%8A%E4%B8%8B%E6%96%87%E5%B7%A5%E7%A8%8B/https://caiwei.online/tags/%E4%B8%8A%E6%89%8B/https://caiwei.online/tags/%E4%BA%8B%E4%BB%B6/https://caiwei.online/tags/%E4%BA%8B%E4%BB%B6%E5%BE%AA%E7%8E%AF/https://caiwei.online/tags/%E4%BD%9C%E7%94%A8%E5%9F%9F/https://caiwei.online/tags/%E4%BE%9D%E8%B5%96%E6%B3%A8%E5%85%A5/https://caiwei.online/tags/%E4%BF%A1%E5%8F%B7/https://caiwei.online/tags/%E5%8A%9F%E8%83%BD%E6%BC%94%E7%A4%BA/https://caiwei.online/tags/%E5%8D%8F%E8%AE%AE%E8%BD%AC%E6%8D%A2/https://caiwei.online/tags/%E5%8D%9A%E5%AE%A2/https://caiwei.online/tags/%E5%8E%8B%E7%BC%A9/https://caiwei.online/tags/%E5%8F%AF%E8%A7%82%E6%B5%8B%E6%80%A7/https://caiwei.online/tags/%E5%9B%BE%E8%A1%A8/https://caiwei.online/tags/%E5%80%8D%E7%8E%87/https://caiwei.online/tags/%E5%88%86%E7%BB%84/https://caiwei.online/tags/%E5%A3%B0%E6%98%8E%E5%90%88%E5%B9%B6/https://caiwei.online/tags/%E5%A4%9A%20Agent/https://caiwei.online/tags/%E5%AD%90%20Agent/https://caiwei.online/tags/%E5%AD%A6%E4%B9%A0%E8%B7%AF%E5%BE%84/https://caiwei.online/tags/%E5%AE%9E%E6%88%98/https://caiwei.online/tags/%E5%AE%89%E5%85%A8/https://caiwei.online/tags/%E5%AE%A1%E6%89%B9/https://caiwei.online/tags/%E5%B7%A5%E5%85%B7/https://caiwei.online/tags/%E5%B7%A5%E5%85%B7%E8%AE%BE%E8%AE%A1/https://caiwei.online/tags/%E5%B7%A5%E7%A8%8B%E5%8C%96/https://caiwei.online/tags/%E5%BB%BA%E7%AB%99/https://caiwei.online/tags/%E5%BC%82%E6%AD%A5/https://caiwei.online/tags/%E6%8F%90%E7%A4%BA%E8%AF%8D/https://caiwei.online/tags/%E6%8F%92%E4%BB%B6/https://caiwei.online/tags/%E6%8F%92%E4%BB%B6%E5%8C%96/https://caiwei.online/tags/%E6%8F%92%E4%BB%B6%E5%BC%80%E5%8F%91/https://caiwei.online/tags/%E6%8F%92%E4%BB%B6%E6%A1%86%E6%9E%B6/https://caiwei.online/tags/%E6%9C%8D%E5%8A%A1/https://caiwei.online/tags/%E6%9D%83%E9%99%90/https://caiwei.online/tags/%E6%9E%B6%E6%9E%84/https://caiwei.online/tags/%E6%9E%B6%E6%9E%84%E6%A8%A1%E5%BC%8F/https://caiwei.online/tags/%E6%9E%B6%E6%9E%84%E8%AE%BE%E8%AE%A1/https://caiwei.online/tags/%E6%80%A7%E8%83%BD/https://caiwei.online/tags/%E6%96%B9%E6%B3%95%E8%AE%BA/https://caiwei.online/tags/%E6%97%A5%E5%BF%97/https://caiwei.online/tags/%E6%A0%A1%E9%AA%8C/https://caiwei.online/tags/%E6%A3%80%E7%B4%A2/https://caiwei.online/tags/%E6%A8%A1%E5%9D%97/https://caiwei.online/tags/%E6%B2%99%E7%AE%B1/https://caiwei.online/tags/%E6%B3%9B%E5%9E%8B/https://caiwei.online/tags/%E6%B5%81%E5%BC%8F/https://caiwei.online/tags/%E6%B8%A0%E9%81%93/https://caiwei.online/tags/%E6%BA%90%E7%A0%81/https://caiwei.online/tags/%E6%BA%90%E7%A0%81%E5%AD%A6%E4%B9%A0/https://caiwei.online/tags/%E6%BA%90%E7%A0%81%E5%AF%B9%E7%85%A7/https://caiwei.online/tags/%E6%BA%90%E7%A0%81%E9%98%85%E8%AF%BB/https://caiwei.online/tags/%E7%83%AD%E9%87%8D%E8%BD%BD/https://caiwei.online/tags/%E7%94%9F%E4%BA%A7%E5%8C%96/https://caiwei.online/tags/%E7%94%9F%E5%91%BD%E5%91%A8%E6%9C%9F/https://caiwei.online/tags/%E7%B1%BB%E5%9E%8B/https://caiwei.online/tags/%E7%B1%BB%E5%9E%8B%E7%B3%BB%E7%BB%9F/https://caiwei.online/tags/%E7%BB%BC%E5%90%88%E5%AE%9E%E6%88%98/https://caiwei.online/tags/%E7%BC%93%E5%AD%98/https://caiwei.online/tags/%E8%AE%A1%E8%B4%B9/https://caiwei.online/tags/%E8%AE%A4%E7%9F%A5/https://caiwei.online/tags/%E8%AE%B0%E5%BF%86/https://caiwei.online/tags/%E8%AF%84%E6%B5%8B/https://caiwei.online/tags/%E8%B4%9F%E8%BD%BD%E5%9D%87%E8%A1%A1/https://caiwei.online/tags/%E8%BF%9B%E7%A8%8B/https://caiwei.online/tags/%E9%9A%8F%E6%83%B3/https://caiwei.online/tags/%E9%83%A8%E7%BD%B2/https://caiwei.online/tags/%E9%87%8D%E8%AF%95/https://caiwei.online/tags/%E9%89%B4%E6%9D%83/https://caiwei.online/tags/agent-loop/https://caiwei.online/tags/Agent/https://caiwei.online/tags/Agent%20%E5%BE%AA%E7%8E%AF/https://caiwei.online/tags/Astro/https://caiwei.online/tags/Codex/https://caiwei.online/tags/Compaction/https://caiwei.online/tags/Context/https://caiwei.online/tags/Cordis/https://caiwei.online/tags/DeepSeek%20Harness/https://caiwei.online/tags/effect/https://caiwei.online/tags/Embedding/https://caiwei.online/tags/Evals/https://caiwei.online/tags/fiber/https://caiwei.online/tags/Function%20Calling/https://caiwei.online/tags/gin/https://caiwei.online/tags/HMR/https://caiwei.online/tags/HTTP/https://caiwei.online/tags/KV%20Cache/https://caiwei.online/tags/LLM/https://caiwei.online/tags/LLM%20%E7%BD%91%E5%85%B3/https://caiwei.online/tags/LLM%20API/https://caiwei.online/tags/MCP/https://caiwei.online/tags/Mermaid/https://caiwei.online/tags/model%20mapping/https://caiwei.online/tags/new-api/https://caiwei.online/tags/Node/https://caiwei.online/tags/Promise/https://caiwei.online/tags/Proxy/https://caiwei.online/tags/RAG/https://caiwei.online/tags/relay/https://caiwei.online/tags/Schema/https://caiwei.online/tags/SDK/https://caiwei.online/tags/seam/https://caiwei.online/tags/Session/https://caiwei.online/tags/SSE/https://caiwei.online/tags/system-prompt/https://caiwei.online/tags/Token/https://caiwei.online/tags/token%20%E4%BC%B0%E7%AE%97/https://caiwei.online/tags/tools/https://caiwei.online/tags/TypeScript/