writing & talks
Practical ideas on AI, technology, and operations
Artificial Intelligence
- Glance: Outcome Monitoring for Automated Work Five-minute live demo: Glance catches a missed business outcome, gives an AI agent the context to fix it, and records why the check returned green.
- 5 Product-Led Growth Loops Inside GetMusic How a solo founder built product-led distribution — five growth loops where normal artist activity creates marketing assets, operated by AI.
- Commanding AI: Automating Docs, Reviews & Reports in Rails Talk on integrating AI into a Rails production workflow — automating document processing, code reviews, and reporting with Claude and custom tooling.
- Getting AI to Work for You Presentation at ERA on practical AI integration — building agent systems, choosing models, and getting real productivity gains from AI tools.
- The Memory System Behind My Local AI Chief of Staff A deep dive into the four-layer memory architecture powering Gomez, my personal AI assistant — from daily logs to structured entity graphs.
Developer Relations
- How to Build a Thriving Open-source Community Practical tactics for growing an open-source developer community: set measurable goals, be transparent, showcase your tech, and make participation easy.
- Streaming With Wallaroo: Fast Algorithmic Trading Checks A walkthrough of Wallaroo's Market Spread example — demonstrating sub-millisecond risk checks for electronic trading using stateful stream processing.
Press & Coverage
- How LEA Uses Reducto to Deliver Document Intelligence to Enterprise Wealth Management Firms Case study on how LEA processes thousands of financial documents monthly for $10B+ RIAs, reducing manual data entry by 50% with a 3-person team.