docs-cli - coding-agent project state in Markdown
Treats Markdown files as a database so fresh agents don't need to read 70k token chat logs.

Stressors that clear only via deployed tools beat prompt engineering for measuring actual behavior change.
AI researchers and agent system developers
AutoGen · CrewAI · LangGraph
Treats Markdown files as a database so fresh agents don't need to read 70k token chat logs.
3.2x–6x fewer tokens than Playwright/Chrome DevTools MCP via code-first architecture.
Persistent Python runtime keeps state alive across tool calls, unlike Claude Code's stateless tools.
Claude memory without token costs, but requires running five services for one feature.
Philosophical thought experiment running on GitHub Actions—not a functional product or system.
Chat-driven cloud OS with persistent databases, file storage, and scheduled automation—Replit meets an AI agent.