AI · Scheduled
10 strategies I use to slash token usage without compromising quality and reliability
After months of building production-grade systems with Claude Code, here are the hard-won practices that have cut token consumption by 60-80% while improving output quality and reliability.
May 7, 2026
14 min read
AI · Scheduled
My Personal AI Evaluation Framework: How I Size Up Every New Tool I Come Across
I've tested more AI products than I care to admit. Most disappoint. Here is the brutally practical eight-dimension framework I use to decide whether any tool is actually worth my time and money.
May 3, 2026
7 min read
AI
The 5-Gate Rule: Never Ship AI Code Without Adversarial Review
AI coding assistants are fast. That's the problem. Speed without verification is how you ship shell injection, database corruption, and backwards alerts — all in the same session.
May 1, 2026
10 min read
AI
How I Dramatically Improve My Existing Applications Using Claude Code, gstack, and Superpowers
Most AI coding workflows assume you're starting from scratch. Here is the exact flow I use with gstack and Superpowers to safely improve production code I already have.
April 30, 2026
11 min read
AI
Token Anxiety: How AI Rate Limits Hijacked My Brain
My entire day-to-day existence is now tethered to tokens. When they run out, I don't just lose productivity. I lose my damn mind.
April 26, 2026
7 min read
AI
How I Build Software with AI
A spec-driven workflow layering Claude Max, gstack, and Superpowers into a multi-model, multi-defense-layer engineering system that consistently ships clean, production-ready features.
March 25, 2026
9 min read
