I pointed my own RAG engine at my own writing and it buried the right answer under a Rust memory cheatsheet. The cause was one word of Rust. Here's the diagnosis, the one-word fix, and the before/afte…
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I used an agent harness — 78 docs, six agents — to build a RAG engine, and the git log shows it worked. The engine itself has only ever indexed its own source. Harness engineering from the receipts, n…
I've been running coding agents against real work for a while now, and the thing nobody warns you about is the output tax. Every time the agent runs git status, cargo test, or aws lambda list-function…
As an engineer, the context you need to do your job is scattered across a dozen systems: decisions made in chat threads, the why behind a change buried in a pull request, design rationale in a wiki pa…
Curated Claude agent skills shipped across my fleet as a Nix flake input via home-manager — version-pinned, reproducible.