Done-for-you service
AI Coding Stack Audit — done for you
The free tool scores what you paste. The audit service goes further: we analyze your full setup — instruction files, MCP servers, model choices, caching configuration — and hand back the fixes, not just the findings.
Individual Audit
Your whole AI coding setup, audited and fixed by us within 2 business days.
- Full stack audit: configs, MCP servers, model choices, caching
- Context Efficiency Score + shareable before/after report
- Optimized CLAUDE.md / instruction files, ready to commit
- Top-5 corrections with estimated monthly savings
Team Audit
Every developer's setup plus your shared repo configs — with a live walkthrough.
- Everything in Individual, for the whole team
- Shared-repo config standardization recommendations
- Cross-team waste comparison (who's burning what)
- 30-minute findings walkthrough call
Remediation Sprint
We don't just report — we open the PRs. Standardized configs across your repos.
- Everything in Team Audit
- Optimized instruction files delivered as pull requests
- MCP + model-routing policy for your org
- 2 weeks of follow-up support
- STEP 01
Tell us what you run
Send the request and which audit you want. We reply with scope, price, and a start date before anything is owed.
- STEP 02
Send your configs
Send your CLAUDE.md / AGENTS.md / .cursorrules and MCP config. Source code never required.
- STEP 03
Get the fixes
2 business daysWithin 2 business days: your scored report link, optimized instruction files ready to commit, and the prioritized fix list with estimated savings.
Not ready for the full service?
The self-serve audit is free and runs entirely in your browser — paste your config, get your score and an optimized file in under a minute.