Founder-Level Engineering
Mobile, Legal & AI
AI developer and founder of Apptitude. Building production AI systems, litigation engineering solutions, and mobile AI applications.
Recently
My AI Agent Sent 500 Messages to My Wife
A real-world AI agent safety failure: my home automation agent sent 500 messages, got stuck in a loop, and ended up in Bloomberg. Here are the guardrails that should have prevented it.
Agentic Workflows That Actually Work
How to build production agentic workflows with retry logic, audit trails, and human-in-the-loop checkpoints that survive real-world failure modes.
The Gap Between AI Demos and Production
The gap between AI demos and production: what happens when you deploy AI agents into incomplete data, hostile inputs, and users who don't read instructions.
Recurring Value: Beyond Clever Automation
Why the best AI automation compounds over time — building structured workflows with human checkpoints instead of one-off scripts that break.