Does Context7 Really Kill API Hallucinations? Field Notes
I pointed Upstash's Context7 MCP at Symfony, Laravel and Drupal contrib churn to see if its injected docs are current, complete, and worth the token budget.
I pointed Upstash's Context7 MCP at Symfony, Laravel and Drupal contrib churn to see if its injected docs are current, complete, and worth the token budget.
Field notes on connecting a coding agent to a running Drupal install through the AI module's MCP server, and the governance gaps of letting it build content types and run actions.
Field notes on Supacode, a native macOS app that runs many CLI coding agents in parallel, each in its own git worktree. What it does, and the caveats.
An honest daily-driver review of cmux, the open-source native macOS terminal built for running Claude Code and other AI coding agents in parallel.
A local-first, Apache-2.0 app that turns Claude Code, Cursor and 20+ other CLIs into a design tool. What it actually does, and the honest caveats.
Field notes on Keygraph's Shannon: an open-source, white-box AI pentester that reads your source and actually exploits the bugs it finds. What works, what to fear.
A Drupal dev tries AI pull-request review: what CodeRabbit does well, why it gets noisy, the pricing, and whether it belongs on your merge requests.
Field notes on paperclipai/paperclip, an open-source Node/React orchestrator for teams of AI agents. What it does, how it runs, and where the 'zero-human company' pitch cracks.
Field notes on fathah/hermes-desktop, an Electron front-end for the Hermes Agent. What it does, the tech stack, and the caveats before you install it.
The caveman skill makes your AI agent talk like a caveman to save tokens. I dug into what it does, how Agent Skills work, and whether the 65% claim survives contact with reality.