Find what will break before your users do.
A focused technical audit for vibe-coded, AI-generated or rushed SaaS MVPs — authentication, APIs, secrets, rate limits, dependency risk, deployment and AI trust boundaries.
Scoped per codebase · often the first step before a production-readiness upgrade
Who this is for
- Founders about to put real users on an AI-built MVP
- Teams inheriting unfinished freelance or agency work
- Agencies needing a third-party technical review for a client
- Products that feel fragile after every deploy
What you get
Security & access
Auth, sessions, roles, API exposure and secret handling.
Stability & architecture
Codebase hotspots, data model risk, error paths and failure modes.
Dependencies & AI agents
Supply-chain hygiene plus AI tool / agent trust boundaries where relevant.
Prioritized fix list
What to fix before launch vs what can wait — clear enough for a founder to act.
How we work
01
Intake
Repo access, env overview, goals.
02
Review
Structured checklist + deep spots.
03
Report
Findings ranked by launch risk.
04
Next
Optional fix sprint or partner build.
Proof
Built for production realities
Same engineer who builds MVPs and upgrades fragile products — not a generic checklist farm.
Ready to talk?
White-label friendly. NDA-friendly. Remote for international clients. Next.js, Node.js and practical AI.
Book an audit call