Writing

Thoughts on AI, data and putting ideas into practice.

Writing · Experience sharing

The architecture of agentic coding

How models, tools, context management, and validation fit together in an agentic coding workflow.

· 6 min read · Applied AI

Writing · Experience sharing

Building Better Python Workflows

A practical guide to Python setup with uv, version control with Git, and automation that reduces engineering friction.

· 6 min read · Engineering workflows

Writing · Experience sharing

Lessons from Python, Pandas, and Git

Three lessons about writing understandable code, trusting data, and building things that others can maintain.

· 5 min read · Engineering reflections