Technical articles, tutorials, and insights
DeepSeek AI's agent development framework built on the Cordis plugin architecture — the kernel manages only plugin lifecycle; everything else (tools, backends, UI) is a swappable plugin. Four modes: Standard (full toolchain), PTC (model writes a TypeScript program to compose operations rather than calling tools step-by-step), Minimal (bare bash + editor for benchmarking), Creative (runtime plugin trials). Append-only session logs capture every system prompt, CoT, tool call, and sub-agent dispatch — supports resume/fork/replay. Single-line launch: npx @deepseek-ai/dsh web. 137.1k Stars, MIT.