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Year in Review

2025 in review

A summary of my 2025 writing, focusing on Gemini CLI, Agent Development Kit, and Python data visualization.December 28, 2025

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Cloud Run 12 Gemini CLI 9 Python 6 Data Visualization 3 Gemini 3 LangChain 3 RAG 3

Recent posts

Building rebaseable container images with Docker from scratch

A hands-on look at how rebaseable container images are structured on Cloud Run, using Docker and FROM scratch.October 23, 2026

Cutting context window pollution with silent test runners

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.October 22, 2026

Preventing port conflicts in Git worktrees using directory hashing

Deterministic directory hashing calculates unique local port numbers from absolute filesystem paths, preventing port collisions in Git worktrees without manual configuration.October 14, 2026

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