Professional code audit with actionable recommendations. Architecture, performance, security, and maintainability.
soapnoteai.com
varstatt.com/discovery
tenderpilot.ai
contentpal.app
fidder.app
mycointainer.com
AI coding tools ship features fast. They also ship silent problems: duplicated logic, missing error handling, security holes no linter catches. The code works today. The question is whether it will work when it matters.
A vibe coding audit finds what AI-generated code consistently gets wrong — hardcoded secrets, missing input validation, race conditions, data models that make future features impossible — before those problems reach your users or your investors' due diligence.
Architecture: component structure, data flow, dependency management. Security: auth flows, input validation, exposed secrets. Performance: re-renders, slow queries, bundle size. Technical debt: duplicated logic, dead code, inconsistent patterns.
Every finding is evaluated against a clear question: does this code handle failure gracefully? Can a new developer understand it in a week? Will it break when traffic doubles?
You get a prioritized report, not a 50-page document nobody reads. Each issue includes severity, the specific file and line, what is wrong, and how to fix it. Items ranked by risk and effort so you know where to start.
Founders who used Cursor, Copilot, or v0 and want a senior engineer to verify the result. Startups preparing for fundraising that need an independent code quality assessment. Teams inheriting a codebase from a contractor. Non-technical founders who need codebase health translated into business risk.
A structured review that gives you a clear picture of your codebase health.
I get access to your repository and you walk me through the product. 30 minutes is enough — I read the code, not the docs.
Architecture, code quality, performance bottlenecks, security issues, and technical debt. I read every critical path in your codebase.
You get a prioritized report: what to fix now, what to improve next, and what's fine as-is. Actionable, not academic.
Professional code audit with a prioritized report and actionable recommendations.
— one-time payment, ~1 week delivery
Architecture review, performance analysis, security check, and technical debt assessment. Specific to your codebase.
What to look for in a code audit, and how to act on the findings.
Code that runs without errors can still be broken in ways that matter — security gaps, data integrity issues, and architectural traps that compound over time. Essential reading before any code review.
Vibe coding tools are only as good as the instructions they receive. These posts cover real cases where the prompt — not the code — was the root cause, and what happens when polish masks real problems.
The audit framework is built on documented engineering principles. Review the standards your code will be measured against.
Free developer tools for quick sanity checks. Validate configuration files, test regex patterns, or diff changes before and after refactoring.
Working with Jurij is an absolute joy, consistently exceeds expectations.

Janis Ozolins
Content Creator
Consistently delivered quality code in great time, very hard working & precise.

Bartosz Poźniak
CEO @ MyCointainer
The kind of engineer that every company on the planet would be lucky to have.

Hosam Mazawi
COO @ LemonUnit
Sole proprietorship headquarted in Rzeszów, Poland. VAT ID: PL8133854722.