Code audit, security hardening, and fractional CTO services for startups built with AI
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AI writes code fast, but it skips everything that keeps production alive
No input validation, SQL injection risks, hardcoded secrets in the codebase. AI doesn't think like an attacker — it just generates what works.
AI generates code but not test coverage. One refactor and everything breaks silently.
No separation of concerns, 2000-line files, business logic in controllers. Impossible to scale or maintain.
No deployment pipeline, manual deployments, no linting or automated checks. Every deploy is Russian roulette.
Book experienced engineers on Ceki.me to clean up AI-generated codebases
Full review of AI-generated code: bugs, security, architecture, performance. Get a report with a prioritized list of issues.
Fix vulnerabilities, set up proper auth, input validation, secrets management. Everything AI skipped.
Proper project structure, design patterns, separation of concerns. Code that actually scales.
Ongoing technical leadership: code reviews, team mentoring, architecture decisions. No full-time hire needed.
Pick a specialist on Ceki.me and book a time slot for your code audit.
The engineer does a full review of your codebase and prepares a detailed report.
Based on the audit, we fix critical issues: security, architecture, tests.
We set up CI/CD, ship the fixes, and hand you back a clean, working codebase.
Common questions about vibe coding rescue and code audit services
Book a code audit with an experienced engineer
In 2025-2026, "vibe coding" became the fastest way to build a startup. Founders use ChatGPT, Cursor, Claude, and Copilot to generate entire applications from natural language prompts. What used to take a team of engineers months now takes a solo founder weeks. The results look impressive — until you look at the code.
AI models optimize for "works in the demo." They generate code that runs, but they don't consider security, scalability, or maintainability. Common issues include: hardcoded API keys and secrets in source code, no input validation or sanitization, SQL injection vulnerabilities, no authentication or broken auth flows, massive files with no separation of concerns, zero test coverage, and no CI/CD pipeline.
Startups built on vibe coding hit a wall when they try to scale. Adding features becomes exponentially harder. Every change breaks something else. Security incidents happen because nobody audited the AI's output. The "fast" approach becomes the most expensive one when you need to rewrite half the codebase six months later.
A professional code audit by an experienced engineer typically uncovers: critical security vulnerabilities (in 90% of AI-generated codebases), architectural issues that prevent scaling, missing error handling and edge cases, hardcoded values that should be environment variables, no logging or monitoring, and database queries that will fail under load.
The path from vibe-coded prototype to production-ready application follows a clear sequence: audit the codebase, fix security issues first, add tests for critical paths, refactor architecture for maintainability, set up CI/CD, and deploy with monitoring. On Ceki.me, you can book specialists for each stage — from a one-time audit to ongoing fractional CTO services.
Ceki.me connects you with experienced engineers who specialize in cleaning up AI-generated code. No platform commission, crypto payments supported, and you see exact rates before booking. Pick a specialist by technology stack, book a time slot, and get your code reviewed by a human who thinks about security, architecture, and the things AI doesn't.