AI Audits

Vibecop runs independent technical audits of software built with AI coding tools. Each audit below answers one question about a codebase: is it secure, will it scale, can it ship? Most engagements combine two or three.

Audits by subject

What the review is looking for, whatever built the code.

  • AI Software Audit

    An AI software audit is an independent technical review of an application built partly or entirely with AI coding tools. Vibecop evaluates the codebase, architecture, security, database, infrastructure, integrations, reliability and production readiness, then has senior engineers verify and prioritize the findings.

    What it checks

  • AI Code Audit

    An AI code audit is an independent line-level review of code written by AI coding assistants. Vibecop reads the generated code the way a senior engineer would in review, checking correctness, error handling, data validation, concurrency, duplication and dead paths, and reports what is wrong rather than what merely looks unusual.

    What it checks

  • AI Security Audit

    An AI security audit is an independent security review of an application built with AI coding tools. Vibecop maps the threat surface, tests authentication and authorization, inspects secrets handling, database isolation and dependency exposure, and ranks every finding by exploitability and business impact rather than by scanner severity alone.

    What it checks

  • AI Architecture Audit

    An AI architecture audit is an independent review of the structure of a system built with AI coding tools. Vibecop maps service boundaries, data ownership, coupling and request paths as they exist in the code, then judges which of them hold as load, team size and feature scope grow, and sequences the changes that are still cheap to make.

    What it checks

  • AI Agent Audit

    An AI agent audit is an independent review of a product that runs LLM agents in production. Vibecop examines the prompt and context pipeline, tool permissions, memory and retrieval, output handling, cost and rate limits, evaluation and failure behaviour, and reports where an agent can be manipulated, can act beyond its intended authority, or can fail without anyone noticing.

    What it checks

  • AI Production Readiness Audit

    An AI production readiness audit is an independent pre-launch review of an application built with AI coding tools. Vibecop checks whether the system can be deployed, monitored, recovered and supported by a real team under real load, covering deployment, backups, observability, error handling, security baseline, performance and operational ownership before launch rather than after the first incident.

    What it checks

  • Vibe Code Audit

    Vibe code audits are technical reviews of applications built using AI coding tools such as Cursor, Claude Code, Lovable, Bolt, Replit and Copilot. Vibecop reads the system no one has fully reviewed: the generated architecture, the security defaults, the database schema and the abandoned experiments. It then reports what is safe to ship, what must be fixed first, and what has to be rebuilt.

    What it checks

Audits by tool

The same review, aimed at the patterns each AI build tool tends to leave behind.

  • Cursor Code Audit

    A Cursor code audit is an independent technical review of an application built with Cursor's AI editor and agent. Vibecop reviews the code produced across many agent sessions for security, architecture, data handling and consistency, and reports where large accepted diffs introduced risk that review inside the editor did not catch.

    What it checks

  • Lovable App Audit

    A Lovable app audit is an independent technical review of an application generated with Lovable. Vibecop reviews the generated frontend, the backend and database configuration behind it, and the auth and access rules, checking whether data is genuinely protected server-side before the product takes real users, payments, or an enterprise customer.

    What it checks

  • Bolt App Audit

    A Bolt app audit is an independent technical review of an application built with Bolt. Vibecop reviews the generated stack end to end (frontend, backend, database rules, deployment configuration and integrations) and reports what needs fixing before a prototype that shipped in an afternoon carries real users and real data.

    What it checks

  • Claude Code Audit

    A Claude Code audit is an independent technical review of a codebase built with Claude Code's agentic workflow. Vibecop reviews the result of many autonomous multi-file sessions, covering architecture, security, tool and MCP configuration, and consistency. It reports where agent-authored changes introduced risk that no human reviewed in full.

    What it checks

  • Replit App Audit

    A Replit app audit is an independent technical review of an application built and hosted on Replit. Vibecop reviews the generated code, the auth and database configuration, secrets handling and deployment setup, and reports what has to change before the project carries production traffic or moves onto infrastructure you own.

    What it checks

Build with
confidence.

AI builds the product. Vibecop makes sure it won’t break in production, fail under scale, or expose your users to risk. One audit. Fewer expensive surprises.