Vibe Coding Audit
Your AI-generated code is shipping bugs. We find them before your users do.
Expert review of your AI-assisted codebase. We classify every bug by root cause and give you a systematic workflow to stop them at the source. Delivered in 5-7 days, from $750.
No commitment. 30-min call to scope your audit.
Best for founders using Lovable, Cursor, Bolt, Copilot, or Claude Code. Need Supabase hardening specifically? See Lovable to Production.
What this is
A production-readiness review for AI-built apps.
We review the code, the workflow behind the code, and the bug patterns your team keeps repeating. You get a practical fix roadmap, not a generic AI-policy deck.
Need a broader architecture review? See the Architecture Blueprint.
What we find
Where AI-assisted builds break down
43%
of bugs come from missed visual details
AI generates code that "works" but doesn't match the spec. Small mismatches compound into broken user experiences.
30%
from wrong developer assumptions
AI fills in the blanks based on patterns — not your product logic. Without structured specs, it guesses wrong.
∞
regressions with no systematic check
Fixes break previous features. AI has no memory between sessions. Without a review loop, bugs keep coming back.
Deliverables
What you get
Specific findings, exact file references, and a priority-ordered plan your team can act on.
AI tool usage review
Which tools you use, how they're configured, what prompts and context you provide — and where the gaps are.
Bug source classification
We categorize every bug by root cause: missed spec, wrong assumption, regression, or AI hallucination.
Spec-to-implementation gap analysis
Compares what was designed vs. what was built. This is where 43% of bugs live.
AGENTS.md + improvement loop assessment
Does your AI have the context it needs? Do you have a feedback loop that gets smarter over time?
Pre-commit workflow check
Review hooks, linting, type-checking, and review processes on AI-generated code before it ships.
Tool stack recommendation
What to keep, what to change, what to add. Tailored to your team size, stack, and velocity goals.
45-min video walkthrough
Recorded walkthrough of every finding with specific file references and priority-ordered fixes.
Pricing
Vibe Coding Audit
From $750
- Codebase + workflow review
- Bug root-cause report
- AGENTS.md template
- 45-min video walkthrough
- Priority fix roadmap
- Delivery in 5-7 days
Final scope confirmed on the free intro call.
Client result
“After the audit, we restructured our AI workflow and saw a 40% increase in development velocity within 6 weeks.”
Seed-stage SaaS founder, post-audit
Simple process
- 01
Scope
30-min call
- 02
Review
5-7 days
- 03
Walkthrough
45 minutes
Frequently Asked Questions
Ready to fix your AI workflow?
Book a free 30-min scoping call. We'll look at your stack, confirm scope, and tell you exactly what the audit will cover.