The original vibe coding cleanup specialists
ISHIR is the first major agency to operationalize the Vibe Coding Cleanup Specialist role. Based in Texas with global delivery centers, they specialize in Rescue and Hardening for startups that have hit a wall with Cursor, Windsurf, and Lovable. They are known for their dependency-tree auditing service that checks AI-generated projects for malicious shadow packages. They do not just fix bugs; they re-architect the codebase into enterprise-grade systems with SOC2 compliance and automated testing suites.
Fixing bugs and refactoring tangled logic created by AI-first development.
AI-generated code often works locally but fails during deployment. Common issues include missing environment variables, incorrect build configurations, incompatible dependencies, and misconfigured hosting platforms.
AI-generated codebases frequently have duplicated logic, inconsistent patterns, missing error handling, no TypeScript strict mode, and poor separation of concerns. This makes maintenance and feature additions increasingly difficult.
AI tools often generate API integrations with missing error handling, no retry logic, hardcoded endpoints, and insecure credential storage. These integrations break silently and are difficult to debug.
AI-generated UIs often look great on desktop but break on mobile devices. Missing responsive breakpoints, oversized images, touch-unfriendly controls, and fixed-width layouts create poor mobile experiences.
AI-generated apps often lack proper meta tags, structured data, semantic HTML, and server-side rendering. This makes them invisible to search engines and kills organic traffic potential.