Why not just write an AGENTS.md ourselves?

You can — and the files will get easier to generate over time. What you're buying is the judgment: which conventions actually change agent behavior in your codebase, the repo-specific skills, the guardrails, and the security boundaries that make agents reliable rather than confidently wrong.

Is this locked to one vendor?

No. The context layer is vendor-neutral by design — it works across Claude Code, Codex, Cursor, and Gemini, so you're never dependent on one tool.

Engineering Systems

Agentic Repository System

The context layer that makes your repo legible to any coding agent — AGENTS.md, CLAUDE.md, DESIGN.md, repo skills, and guardrails.

Build the Agentic Repository System

From $15K

Price

3–5 weeks

Timeline

The engagement

The context layer that turns a codebase coding agents flail in into one they navigate reliably. We implement AGENTS.md, CLAUDE.md, and DESIGN.md tuned to your stack, architecture and codebase maps, repo-specific skills, testing and pull-request conventions, design-system and accessibility rules, and security boundaries and permission policies. Vendor-neutral — the same context layer works across Claude Code, Codex, Cursor, and Gemini.

What this engagement covers

AGENTS.md / CLAUDE.md / DESIGN.md
Architecture + codebase maps
Repo-specific skills
Testing + PR instructions
Design-system + accessibility rules
Security boundaries + permission policies

What you actually get

AGENTS.md, CLAUDE.md, DESIGN.md tuned to your stack
Architecture + codebase maps
3–8 repo-specific skills
Testing + pull-request conventions
Design-system + accessibility rules
Security + permission policy
Team walkthrough + handover docs

Who buys this

Teams whose agents produce off-pattern, unreliable changes
VP Engineering standardizing agent conventions across repos
Platform teams making a large codebase agent-legible

Common questions

Newsletter

One letter, every week. Working systems — not hot takes.

Build logs, agentic engineering decisions, agent failures, evals, and what survives real users. Sent weekly, never more.