Topic
Production
3 posts on production — guides and lab notes from real runs on hardware we own. New posts land here automatically. Start anywhere, or grab the copy-paste prompts that ship with them.
- 8 min read
6 Agent Patterns From Claude Code's Leaked Source
Anthropic accidentally leaked Claude Code's source. I read through it. Here are 6 architecture patterns that are changing how I build agents for clients.
- 8 min read
Why 88% of AI Agent Pilots Fail (And How to Beat It)
88% of AI agent pilots never ship to production. We analyzed why — and built a 5-step playbook used by the 12% of teams that actually make it.
- 7 min read
Local LLM on Consumer GPUs: 50 req/s, $0/Call [Benchmarks 2026]
Cloud LLM bills hit $2K/month fast. An RTX 5070 Ti serves Llama 3.1 at 50 req/s for $0 per call — we benchmarked 4 consumer GPUs and built the exact production setup.
The AI agent build notes
Real costs, real tools, no fluff. M-F when I ship, publish, or learn something worth sending.