Posts

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

• Preventing Hallucinations: Buidling More Honest AI Agents

  Published: Sep 6, 2025

  Vancouver, Canada

  AI hallucinations aren't a mysterious bug, but a direct result of training methods that reward guessing. Learn the root cause and the practical directives you can use to build more reliable, honest AI agents that know when to say 'I don't know.'

• Simulation Testing: Build What You Can Simulate

  Published: Sep 4, 2025

  Updated: Jan 9, 2026

  Vancouver, Canada

  Stop fixing bugs. Start predicting them. Why simulation-first development is the only way to build reliable AI agents and distributed systems.

• Dealing With AI Web Crawlers: The Carrot and The Stick

  Published: Sep 2, 2025

  Vancouver, Canada

  AI crawlers are overwhelming the web, threatening small sites with huge costs. Here's a two-part strategy combining cooperation (llms.txt) and confrontation (AI Labyrinth) to manage the good bots and punish the bad.

• Ship Tools, Not Code: Tools Is All You Need

  Published: Sep 1, 2025

  Updated: Sep 2, 2025

  Vancouver, Canada

  We've focused on giving agents the right tools. It's time for the next leap: building the infrastructure for agents to create their own tools, creating an unstoppable network effect.