#AI

Wiring ccmagic's auto-ticket into a self-hosted Cyrus container so a labeled Linear issue comes back as a merged PR. Three things broke along the way, and they're all in here.

A ccmagic skill that runs a ticket from branch to merge with no human in the loop. What it does, how it's kept from merging garbage, and the cases where I wouldn't use it.

Running Cyrus on a Linux box at home so Claude Code picks up my Linear tickets. Setup was easy. Billing and repo access took the real time.

What I've learned about keeping Claude Code productive on real projects: clear the context often, keep state in markdown files, and match the model to the task.

AI-powered translation keeps your Java message bundles in sync across languages without manual translation work.

Explore AWS Bedrock API, a direct competitor to OpenAI with Generative AI LLMaaS, and the implications of its Signature v4 authentication method. This article delves into the complexities and potential developer challenges posed by AWS's security-focused approach, highlighting the importance of simplicity and documentation in developer adoption.