Make AI coding agents architecture-aware: baseline-first, evidence-verified, drift-checked, and safe across long tasks.
FPF (First Principles Framework) Library: a library of methods and pattern languages for engineering, research, management and human development, used by people and AI agents. Includes FPF Core, domain frameworks (DPFs) and Suites.
an open-source, from-first-principles reconstruction of the ideas behind TypeSafe AI's Jev, written in pytorch
Engineering decisions engine that know when they're stale. Frame, compare, decide — with evidence decay and parity enforcement. For Claude Code, Cursor, Gemini CLI, Codex and more.
✅ A step-by-step complete beginner example/tutorial for building a Todo List App (TodoMVC) from scratch in JavaScript following Test Driven Development (TDD) best practice. 🌱
GEO第一性原理:面向企业负责人的开源 GEO 分析 Skill。从行业竞争、客户需求与成交逻辑出发,判断是否适合做 GEO、价值在哪里、怎样投入,并提供重点场景、五题实测指引与行动建议。支持 Agent Skills 格式。
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Learn AI agents from first principles to production. Zero mandatory dependencies, pure standard Python 3.11+, and no magic frameworks.