Ship AI without breaking prod
We're the safety net around your AI engineering. You keep shipping. We make sure it doesn't take you down.
Who it's for
Three places teams get stuck with AI. We meet you in any of them.
Your team isn't using AI yet. You feel the gap widening.
Competitors ship faster. Your engineers keep asking about Cursor. Vendors send decks. You don't need another vendor pitch. You need someone who picks the tools, sets the rules, and rolls them out so your team doesn't break things in week one.
You rolled out Cursor or Copilot. Now you're scared of what's getting committed.
Velocity is up. So is the chance of a hallucinated API in prod, a leaked secret in a PR, or a junior shipping AI code nobody read. Banning the tools loses you the speed. You want guardrails, not a ban.
Your product was built with AI. It works. You're terrified to deploy on Friday.
Cursor, Bolt, Lovable, Replit, freelancers, whatever shipped it. The codebase is a black box. It runs. Until it doesn't. You don't want a rewrite. You want it to stop being scary, without losing the speed you got from building this way.
How to engage
Three ways to start. All fixed-scope. No open-ended hours, no surprise invoices.
Production Readiness Audit
Lowest-commitment way in. 2-4 business days.
We dig into your codebase, infra, and processes (AI-built or not) and hand you a risk map you can act on.
- Codebase and architecture review
- AI-aware quality and security checks
- Risk map ranked by severity
- Actionable stabilization plan
- 1-hour walkthrough call
AI Adoption
Start using AI in your team without breaking things.
We help your team adopt AI coding tools the right way: tooling, rules, training, and guardrails. Velocity up, risk not.
- Tooling selection (Cursor / Claude Code / Copilot) and rollout plan
- Rules, prompts, MCP setup tailored to your stack
- Engineer training and AI-aware code review process
- Security guardrails for AI-generated code
- Quality gates and CI to catch AI mistakes early
AI Coding Safety Net
Keep AI-assisted code production-grade. Process setup or MVP rescue.
For teams already shipping with AI or vibe-coding tools. We set up the gates, reviews, and infra to keep things safe. If something already broke, we stabilize it.
- AI-aware code review process and quality gates
- Security guardrails (secrets, dependencies, auth)
- Release pipeline with safe rollbacks (a bad deploy doesn't mean downtime)
- Observability, alerting, incident response
- Rescue: critical fixes for vibe-coded MVPs in trouble
How we work
Discovery
30-minute call to understand what you ship, who's shipping it, and what role AI plays today. Free, no commitment.
Scope a block
We agree on what we run together: tooling rollout, code-review setup, security gates, infra, observability. Fixed scope, fixed timeline. No open-ended hours.
Embed and ship
We work alongside your team while you keep shipping features. Slack, standups, PRs. At the end you own it. Buy another block if you want more.
What you get
Concrete states your team is in once a block is done.
Friday deploys you don't dread
Releases stop being events. The pipeline catches most issues before they ship, and when something does slip through, you roll it back in minutes instead of staying up all night.
AI commits you can actually trust
Cursor, Claude Code, Copilot output goes through review and gates that catch hallucinated APIs, drift, and dead code before merge.
Secrets and surprises stay out of prod
Secrets scanning, dependency review, and security checks tuned for AI-generated code. No more 3am Slack pings about a leaked key.
Issues surface before users feel them
Logs, alerts, and uptime checks wired up so you hear about problems from your dashboard, not from your customers.
Your engineers got faster, not replaced
The team uses AI tools the way that actually works. They ship more without quietly creating risk you'll pay for later.
You own the setup, not us
Rules, configs, pipelines, docs all live in your repos. No vendor lock-in. If you fire us tomorrow, everything keeps working.
How we're different
Most AI consultancies sell you tools, decks, or hours. We sell outcomes you can run in production.
- Sell AI tools or licenses
- Write strategy decks
- Leave after kickoff
- Recommend their preferred stack
- Sell AI agents that 'replace your team'
- Hand you a list of risks
- Sell outcomes in production
- Ship code, rules, and pipelines
- Embed until your team owns it
- Work with what you already have
- Help fewer engineers ship more, safely
- Fix the critical ones with you
FAQ
Within a couple of days of signing. We'll align on scope and access, then kick off. No multi-week onboarding.
We sign NDAs before any code access and only need read access for audits and rescue work. All work product (code, rules, prompts, recommendations) stays your intellectual property.
Honest answer: yes, if your engineers are senior, AI-fluent, and have guardrails to catch mistakes. Strong engineers with good tooling ship 2-3x faster. The same tools let weaker engineers ship dangerous code at the same speed and discover it in production. Our job is to set up the tooling, reviews, and safety nets so AI becomes leverage, not liability.