I stabilize and accelerate codebases built too quickly with AI scaffolding. Outcome‑focused audits, targeted refactors, and guardrails so your team moves confidently.
Productized services
1 week
2 weeks
4–6 weeks
2–4 hrs/wk
How we work
Rapid baselining: OTel traces, DORA Four Keys, SLOs. Security pass (ASVS), AWS Well‑Architected, PG checks.
Fix top risks, harden CI/CD, rollback/canary, establish clean on‑call, reduce MTTR, speed up deploys.
ADRs, templates, ownership, and minimal rules in code/infra so the team moves fast without regressions.
Outcomes
Self‑assessment
Nice! Let’s add a few guardrails and raise deploy frequency.
Book a 20‑min fit callAbout
I help teams that moved fast with AI scaffolding stabilize, speed up, and regain confidence. I combine pragmatic refactoring with strong platform and reliability practices so you can ship features without firefighting.
For engineering leaders
Get started
Send over a sentence on your stack and which outcomes matter most (deploy frequency, MTTR, performance, cost). I’ll confirm fit and propose the right time‑boxed option.