Posts

All my thoughts and insights on technology, productivity, and life.

• Building an AI-Native Engineering Team: The Missing Phase

  Published: Nov 22, 2025

  Whistler, Canada

  OpenAI's new guide on AI-native engineering is comprehensive, but it skips the most critical step. Before you Plan or Build, you must Discover. Why context curation is like lighting a stage.

• Run Your Company on the Command Line

  Published: Nov 18, 2025

  Whistler, Canada

  I've spent the last year building AI agents for clients. The biggest bottleneck isn't the model intelligence—it's the database. The solution is to replace Postgres with Markdown.

• Agentic Memory: Local, Not Cloud

  Published: Oct 22, 2025

  Vancouver, Canada

  The rise of agentic AI has brought memory to the forefront. But the architecture matters. Cloud-based memory promises convenience; local memory promises control. For serious agentic systems, local is the only way forward.

• Thoughts on Claude Haiku 4.5: Speed Meets Intelligence

  Published: Oct 19, 2025

  Vancouver, Canada

  Anthropic's Claude Haiku 4.5 delivers near-frontier performance at one-third the cost and twice the speed. An analysis of what this means for agentic coding workflows and companies building with AI.