Blog / Thoughts
Engineering insights, project breakdowns, and lessons learned.
Drawing parallels between fighting wildfires and fighting production fires — the training, the decision-making, the communication, and the discipline that transfers directly.
Why engineers should think beyond code. How I saw an opportunity to shift my company toward AI-driven products, and what it felt like to see leadership adopt the vision.
A technical deep-dive into multi-agent RAG architecture with Bedrock. The real challenges: Cloudflare bypass, auth handling, async queuing, many-to-many mapping.
Weekly tech demos are great for visibility, but some conversations need more room. I started a monthly "speakeasy" — informal, no time limits, just engineers going deep on what excites them.
From CRLA-certified STEM tutor to senior engineer. The surprising overlap between debugging a student's mental model and debugging a distributed system.