01
Production hardening
Fewer outages and surprises, from implementation through deployment and support. We add the tests, safe deploys, and monitoring that fast-built code skips.
Your AI built it fast. Let's make it last.
We help startups stabilize and harden AI-built products, from code through deployment and support, and set up AI coding agents that fit how your business works.
- 18 years shipping software, from design to launch and support
- 9 years at Google building systems that scale
- Production hardening: automated tests and deploys, monitoring, and security audits
- 22% faster team delivery with AI agent workflows
- Code quality mentor, certifying engineers across Google
- Tech lead working with engineering, product, legal, and policy teams
Beyond vibe coding
AI tools get you to a demo fast. The problems show up when real users, real traffic, and real deadlines arrive.
- Outages your customers notice before you do.
- Deploys that break things, with no quick way back.
- Tests that pass without checking what matters.
- AI agents writing code with no rules for your codebase.
- Code nobody on the team can fully explain.
- Secrets and customer data where they shouldn't be.
What we do
02
Agentic AI setup
Configure your AI coding agents correctly: instructions, guardrails, and review steps that match your business and current best practices.
03
Security and privacy checks
As part of hardening, we check auth, secrets, and where user data goes, so a customer's security review doesn't catch you off guard.
We give engineering guidance, not legal advice. We work alongside your counsel.
Who we work with
Funded startups from pre-seed through growth stage.
Pre-seed and seed
Turn a prototype into a stable product.
Series A
Scale without a rewrite and pass your first enterprise security review.
Series B and beyond
Set engineering standards, roll out AI coding agents safely, and get ready for diligence.
Consultants and agencies
Your client outgrew the prototype. We harden it; the relationship stays yours.
Talk about a partnershipHow we work
Clear scope, a named decision-maker on your side, and written agreements before work starts.
Book a free 30-minute discovery call- 01
Discovery call
Free, 30 minutes. Your product, stage, and timeline.
- 02
Production Readiness Audit
Fixed price, two weeks. We check reliability, testing, deploys, monitoring, and your AI agent setup, plus security and privacy.
- 03
Report and roadmap
Findings ranked by risk and effort. What to fix this week, this month, this quarter.
- 04
Ongoing support
Optional retainer or hourly help to carry out the roadmap and keep production stable.
Book a discovery call
A few questions so we can make the most of 30 minutes. In stealth? Share only what you're comfortable with. We're happy to sign an NDA before the call.