Vibe Code Cleaning
Handcrafted Audits for AI-Generated Code
From bloated AI output to secure, maintainable, and performant code. Audited by human experts, not automated scanners.
Get Your Code AuditedFrom bloated AI output to secure, maintainable, and performant code. Audited by human experts, not automated scanners.
Get Your Code AuditedGenerative AI can build code at unprecedented speed, but this velocity comes with a hidden tax. Code written without human oversight is often a breeding ground for inefficiency, security flaws, and long-term technical debt.
AI models often produce verbose, inefficient, and repetitive code that is difficult to read, expensive to run, and a nightmare to maintain.
Trained on vast public datasets, AIs can replicate common vulnerabilities (OWASP Top 10) and introduce subtle flaws that automated scanners miss.
AI-generated code frequently lacks the comments and contextual understanding necessary for human developers to debug, extend, or maintain it effectively.
Vibe Code Cleaning is our 100% manual, handcrafted code review service. We believe that true code quality and security require human intuition, experience, and a deep understanding of context—things no AI or automated tool can replicate.
Your code is reviewed by seasoned developers and security experts, not run through a simplistic scanner. We find the nuanced flaws that tools miss.
We analyze the *intent* and business logic behind your code, allowing us to refactor for elegance and long-term maintainability, not just functionality.
Our auditors actively hunt for vulnerabilities with the creativity of an attacker, providing a level of assurance that automated checks simply cannot match.
Because our process is entirely manual, you get actionable insights, not a long list of irrelevant, computer-generated alerts. We respect your development time.
This handcrafted service is designed for teams who value long-term stability and security over short-term velocity.
You used AI to build your MVP at lightning speed. Now it's time to solidify that foundation and turn your prototype into a secure, scalable product.
Your team is integrating AI into its workflow. Vibe Code Cleaning acts as your expert-led quality gate to prevent technical debt and ensure code integrity.
You need to prove your codebase is secure, well-architected, and free of hidden liabilities for an acquisition, investment round, or major partnership.
Stop accumulating technical debt and hidden risks. Let SERAUM's experts provide the human insight and craftsmanship your AI-generated codebase deserves. Ensure your code is secure, performant, and ready for the future.
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