In part 1, I wrote about why coding agents should not hold write credentials. GitHub was the...
Agent workflows need an impact boundary
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I gave Claude a memory of everything I browse — here's the architecture
How I wired a browser extension to Claude Desktop through the Model Context Protocol, with a local SQLite + ChromaDB hybrid search and a graceful no-LLM fallback.
I'm building a read-only context engine for Kubernetes and AI agents
kctx turns Kubernetes API state into compact operational context for humans, scripts, and AI SRE workflows.