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 who now need a production-grade review. For Supabase hardening specifically, start with Lovable to Production.
What this is
A vibe coding audit 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. The output is a practical fix roadmap, not a generic AI-policy deck. If your problem is broader architecture, pair this with our Architecture Blueprint.
The problem
AI writes code fast. But fast doesn't mean correct.
From our client audits, three patterns account for the majority of bugs in AI-assisted codebases:
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
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
- Full codebase review + workflow interviews
- Written report with bug root cause classification
- AGENTS.md template for your team
- 45-min recorded video walkthrough
- Priority-ordered fix roadmap
- Delivered in 5-7 business days
Larger codebases or enterprise scope may be priced higher. 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 — same team, same budget.”
Seed-stage SaaS founder, post-audit
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.