Prototyping better charts with Gemini 3 and Nano Banana Pro
I used the newly released Gemini 3 to redesign a confusing sleep tracker chart. Here is how it analyzed the flaws and generated a clearer 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.