Vibe coding got you to market fast — that was the right call. But when every new feature breaks two old ones, it's time for engineering. We turn AI-built codebases into stable, scalable products your team can keep building on.
SERVICES
01 · audit/
We dig into your repository and tell you honestly where it stands — the risks, the debt, and what it will take to fix. If we can't help, we tell you straight.
02 · stabilize/
Tests around the behavior your business depends on, CI that catches regressions before your users do, and error monitoring so surprises stop being surprises.
03 · refactor/
AI agents tend to duplicate instead of reuse. We collapse the copies, untangle the architecture, and shrink the codebase — same functionality, far less to maintain.
04 · practices/
Code review, sane branching, safe deployments, and documentation — the habits that let a team ship confidently instead of crossing fingers on every release.
05 · ai-ready/
Clear conventions, guardrails, and project docs that make AI coding tools dramatically more effective — so your team keeps its speed without regrowing the mess.
06 · partner/
After the rescue, we can stay on for features, reviews, and support. You keep a senior engineering team a message away — only when you need one.
PROCESS
01
Repository access and a 30-minute call — that's all we need. We audit the code and give you an honest verdict. If we can't help, we say so.
02
You receive a health report with risks ranked by impact and a concrete plan of what to fix first — in plain language, not engineering jargon.
03
We fix the foundation without freezing your roadmap, then hand everything back — code, docs, tests, and guardrails your team builds on from day one.
THE AUDIT
Every audit produces a codebase health report. This is what stabilization looks like — drag the timeline, or run it.
A risk map of your entire codebase
Where fragility concentrates: untested critical paths, oversized modules, and the places where the next change is most likely to break something.
Duplication and dead-code analysis
How much of your code is doing the same job twice — the single biggest reason AI-built projects slow down as they grow.
A prioritized action plan
Not a wall of findings — a ranked list of what to fix first, why it matters to your business, and what can safely wait.
TRUST
We'll tell you if we can't help
The verdict is honest. If your codebase is healthier than you feared — or beyond what we can save — we say exactly that.
Senior engineering, AI-native
We build with AI tools every day, so we know exactly where they shine and where they quietly create debt. That's how we fix it — and prevent it.
You keep everything
The cleaned-up code, the tests, the docs, the AI guardrails — it's all yours, built so your team can run without us. No lock-in, ever.
THE AUDIT, AS A PRODUCT
01 · diagnostic/
The full analysis pipeline on your repo — five static analyzers across security, duplication, and dependencies — with AI interpretation of every result, an overall health score, and a prioritized fix-first plan.
02 · deep-ai/
Everything in the Diagnostic Report, plus an AI code review of your key files and core flows — findings bound to real files, with evidence and effort sizing, and a PDF you can share. One click from your report page.
03 · monitor/
Re-audit on a schedule, watch your health score trend as you ship, and catch new risks before they compound. Packages include 5 to 30 reports a month.
READ THE PITCH
01 · agencies/
Screening vendor progress, taking over a project, and signing off on milestones — how the audit fits an agency's delivery pipeline.
02 · product teams/
One shared health score across every team and every AI coding agent pushing into your codebase — how the audit fits a product org.
FAQ
No — full rewrites are slow, expensive, and risky. We keep what works, refactor what's fragile, and rebuild only the parts that are genuinely beyond saving. Your product keeps running the whole time.
It works today. The pattern we see: features that took days start taking weeks, every change breaks something unrelated, and the whole product depends on one person who 'gets' the code. Fixing that early is far cheaper than fixing it during a crisis.
The opposite — we use AI coding tools every day. They're genuinely great, but on a codebase without structure they duplicate code, miss context, and compound the mess. We fix the foundation and set up guardrails so AI makes your team faster, not more fragile.
Read access to your repository and about 30 minutes of your time to walk us through the product. That's enough for the audit. We're happy to sign an NDA first.
Then we tell you exactly that, and you walk away with a health report confirming your codebase is in good shape. We only take on projects where we're confident we can make a real difference.
Your team continues building — now on a stable foundation, with docs, tests, and AI guardrails in place. If you want us to stay involved for features, reviews, or support, we offer ongoing partnership. If not, everything is set up for you to run without us.
Tell us about your product. You'll get an honest assessment of where your codebase stands, whatever the verdict.