The AI Engineering & Production Readiness Playbook
Tactical guides, prompt patterns, and security best practices for developers shipping apps built with Cursor, Claude Code, Windsurf, and v0.
All Playbook Guides
Identifying & Eliminating LLM Dependency Hallucinations
A step-by-step verification guide for package.json imports to prevent supply-chain attacks from fake AI-generated package names.
Refactoring AI Code Slop: Pruning Boilerplate in Next.js
How to clean up bloated try/catch blocks, zombie tutorial comments, and generic variable abstractions without breaking business logic.
The Production .cursorrules & System Prompt Library
A curated set of copy-paste system rules for Cursor and Claude Code that stop bad code patterns at the generation source.
Hardening AI Backends Against OWASP Vulnerabilities
Preventing SQL injection, unhandled promise rejections, and exposed API credentials in prompt-generated backend routes.
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