AI-Native Team Workspace (Meta-Repo Architecture)
Gives AI coding agents the whole multi-repository system in one tree without a monorepo migration, and layers on top of it what an agent needs to work there — curated retrieval over the team's documentation, rules and skills written once and generated per agent, tools over MCP, and hooks that block what is expensive to undo.
Lightweight Spec-Driven Development (Core Principles Shaped to an AI-Native Meta-Repo)
Keeps the ideas spec-driven development rests on — intent agreed before code, requirements, design and tasks as separate artefacts, small traceable tasks, specs versioned beside the code — without adopting an SDD framework, and derives the rest of the process from the team's own constraints.