Topic
An agent that says 'done' after starting a dev server, a watcher, or a docker compose stack often leaves those processes running in the background. By the next task, your machine is a graveyard of half-finished services.
Read articleA concrete audit of where requests, model calls, database queries, mock traffic and license checks run in the Powerduck desktop app, and what the network can and cannot see.
Read articleEvery new coding assistant starts with the same ritual: paste the docs, explain the fields, warn about stale versions. A local spec served over MCP makes that context permanent.
Read articleAI across the entire API lifecycle, drafting operations from cURL or Postman, generating tests, explaining failures, with a review-and-revert model and a local-first guarantee: your file stays the source of truth.
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