Built a Free Claude Code Starter Kit — 5 Layers, 3 Personas, Drop-In Ready
Most teams use Claude Code like a smart autocomplete. They get maybe 20% of what it can do. The other 80% lives in a 5-layer architecture that Anthropic published but almost no one has actually set up end-to-end. I spent the last week building a complete, opinionated starter kit for it — free, open-
Saving 60-90% on AI coding tokens with one CLI tool — rtk
Been using Claude Code heavily for some of our projects and the token costs add up fast. Found rtk (Rust Token Killer) this week — it sits as a hook between your IDE and the shell, filtering noise out of command output before it hits the model context. What it does: Intercepts git status , grep , ls
A technical and cultural case for AI data sovereignty in the era of LLM-powered development
There is a sentence that every American software engineer should read slowly before running their next AI coding assistant: "Your source code, your business logic, your API keys, your architecture decisions — where do they go when you hit Enter?" If you are using DeepSeek as your coding AI, the answ