Battle-Tested Context Rules & Guides
Deep dives on stopping token burn, eliminating robotic preambles, and forcing type-safe contracts across developer and consumer AI tools.
Next.js 15 & React 19 .cursorrules: The Definitive Guide to Eradicating Server Action Slop
Why Cursor keeps injecting deprecated useEffect fetches into async Server Components and how to enforce React 19 zero-trust Zod boundaries.
CLAUDE.md Engineering Standards: Halving Your Token Bill in Claude Code CLI
Eliminate conversational padding ("Certainly!", "I apologize") and force surgical unified diffs in terminal-based AI agents.
Stopping AI from Generating USING (true): Bulletproof PostgreSQL RLS Shield
Prevent accidental public multi-tenant data leaks and table lock contention in AI-generated SQL migrations.
FastAPI & Pydantic v2 Production Context: Eliminating Deprecated v1 Slop
Enforce modern model_validator and ConfigDict while eliminating naked except blocks and blocking connection pool leaks.
How to Permanently Ban "I Hope This Email Finds You Well" and Robotic Preambles in ChatGPT
A senior executive guide on configuring ChatGPT Custom Instructions to eliminate robotic apologies, filler intros, and 500-word essay preambles forever.
The Anti-Slop LinkedIn Strategy: Why Everyone Knows You Used ChatGPT and How to Fix It
Rocket emojis, "in today's fast-paced world", and generic inspirational fluff: how AI slop ruins your personal brand and how to write authentic practitioner copy.