A Synthesis Engineering Craft

Context Loss and How to Prevent It

Why AI assistants forget what you told them, and practical strategies to prevent it. The difference between context that survives and context that gets lost.

December 18, 2025·5 min read

How Claude's Memory Actually Works (And Why CLAUDE.md Matters)

Understanding Claude's context architecture changes how you work with it. The tradeoffs between automatic continuity and on-demand depth explain why persistent

December 12, 2025·7 min read

Polyrepo Synthesis: Synthesis Coding Across Multiple Repositories with Claude Code in Visual Studio Code

I wrote this blog post for software engineers, architects, and technical leads. It is code-heavy and implementation-focused. This weekend I was working acr...

November 30, 2025·16 min read