AI Hygiene for Your Engineering Team
You ship with AI every day. We make sure it's not shipping your secrets, burning your budget, or losing your context.
Three ways to work with us — from a one-time audit to ongoing partnership.
AI Hygiene Audit
1-2 weeks
A thorough review of how your team uses AI-assisted coding tools. We install chaos-controller, run it for a week, and deliver a written report on what we find.
What you get
- Security scan — every repo checked for leaked secrets, staged .env files, API keys in history
- Context waste report — token cost analysis, irrelevant tools detected, projected savings
- Custom check rules — 5-10 rules written specifically for your codebase and conventions
- Guided installation — chaos-controller running on every active project, hooks wired
- Written report (15-25 pages) with prioritized recommendations
- 60-minute walkthrough call
Pricing
- 1-5 repos, up to 10 developers: $2,000
- 6-15 repos, up to 25 developers: $3,500
- 15+ repos or 25+ developers: $5,000
Custom Setup
2-4 weeks
White-glove installation for your specific setup. We configure chaos-controller for your agent mix, CI/CD pipeline, project structure, and team conventions.
What you get
- Per-project configuration — correct stack detection, relevant rules, context pruning
- CI/CD integration — GitHub Actions configured for PR reviews, pre-commit hooks installed
- Multi-agent support — adapters for Claude Code, Cursor, Copilot, Windsurf, Gemini CLI
- Custom check rules for your naming conventions, architecture patterns, anti-patterns
- 90-minute team training session (remote or in-person)
- Internal documentation — runbook covering your configuration and team conventions
Pricing
- Single agent, 1-5 repos, standard CI/CD: $3,000
- Multi-agent, 6-15 repos, custom check rules: $5,000
- Complex setup (monorepo, custom pipeline, multiple teams): $8,000
Ongoing Retainer
Ongoing (3-month minimum)
Monthly partnership. We monitor your team's AI hygiene via the Pro dashboard, tune check rules, update adapters, and deliver quarterly reports.
What you get
- Monthly 30-minute check-in — review data, discuss anomalies, plan improvements
- Dashboard access — chaos-controller Pro Team tier included (up to 25 seats)
- Rule maintenance — check rules updated monthly as your codebase evolves
- Adapter updates — when AI tools ship breaking changes, we update within 48 hours
- Quarterly report — token trends, hygiene improvements, adoption metrics
- Priority support — response within 4 business hours
Pricing
- Up to 10 developers: $1,000/month
- 10-25 developers: $2,000/month
- 25+ developers: $3,000/month
Frequently Asked Questions
Do I need the free skill installed first?
No. The audit includes installation. But if you want to try chaos-controller before committing to a service engagement, install it for free — it's fully featured for individual use.
What if we use multiple AI coding tools?
That's exactly what the Custom Setup service handles. We configure adapters for each tool your team uses and ensure consistent hygiene across all of them.
Can we start with an audit and upgrade to a retainer?
Yes, and most teams do. The audit gives you a baseline. The retainer keeps you improving. Audit cost is credited toward the first month if you sign within 60 days.
What's the difference between Pro dashboard and services?
The Pro dashboard is self-serve — you see your data, you interpret it, you act on it. Services add human expertise — we interpret the data, recommend actions, and implement changes for you.
Do you work with teams outside the US?
Yes. Calls scheduled in your timezone. Async communication via email and GitHub issues.
Ready to clean up your AI workflow?
Start with an audit. In one week, you'll know exactly where your team stands — and have a plan to fix it.