Stop guessing why your application is stalling.

AI makes vibe-coding a prototype trivial, but shipping a production-grade application remains hard. This service is a direct, intensive audit of your existing codebase and database architecture to identify critical bottlenecks, security vulnerabilities, and scaling limits before they break in production.

Codebase Review: A deep dive into your frontend and API layers (React/Next.js/Node) to flag technical debt, race conditions, and inefficient LLM API calls.

Database Analysis: An evaluation of your PostgreSQL/relational schema, highlighting unstructured data risks and missing vector indexes.

Cost Optimization Check: Identifying expensive serverless vendor lock-ins and mapping a path to efficient containerized deployment.

The Execution Roadmap: A comprehensive technical document detailing the exact steps needed to stabilize your system, secure your data, and prepare for scale.

Onboarding: You provide read-only repository access and a brief architectural overview.

The Audit: I analyze your architecture from the frontend components down to the database queries.

The Handoff: You receive the Execution Roadmap, giving you absolute clarity on how to fix your application and stop the bleeding.