2025 in review
A summary of my 2025 writing, focusing on Gemini CLI, Agent Development Kit, and Python data visualization.
A hands-on look at how rebaseable container images are structured on Cloud Run, using Docker and FROM scratch.
Dumping verbose test logs into an AI coding agent wastes context window space. Wrapping test commands in a silent Make macro suppresses noise on success while preserving full stack traces on failure.
Deterministic directory hashing calculates unique local port numbers from absolute filesystem paths, preventing port collisions in Git worktrees without manual configuration.