KitAI Agent Framework

The KitAI Agent Framework is a published open-source npm package (kitai-ai-agents-system-framework) that solves one of the most persistent problems in AI-assisted development: context loss between sessions. Without a governance system, AI coding assistants spend significant time re-reading codebases, re-making decisions that were already resolved, and reintroducing bugs that were already fixed. This framework provides the structured operating protocol that prevents all three failure modes.

The installation is a single command — npx kitai-ai-agents-system-framework init — that drops six files into any project in any language or framework. The Bootstrap Activation Prompt then instructs the AI agent to scan the codebase and automatically populate five navigation files: PROJECT_MAP.md (topology), FEATURE_INDEX.md (task-to-file mapping), MODULE_MANIFEST.md (per-module API contracts), CHANGELOG.md (change history), and REGRESSION_INDEX.md (fixed bugs — never reintroduce). Every subsequent session starts by reading these three files rather than scanning 20+ source files.

The role model is explicit: the developer acts as CEO (sets objectives, reviews outcomes, approves gate decisions) while the AI agent acts as CTO (owns all technical decisions, architecture, and execution quality). Compatible with Claude Code, Cursor, GitHub Copilot, and Antigravity, the framework is LLM-agnostic by design. Template examples (Node.js API, Python FastAPI service) show bootstrapped projects to help teams onboard quickly. Released under MIT license — used across multiple projects in this portfolio.