Founder-Level Engineering
Mobile, Legal & AI
Founder of Apptitude. Specializing in agentic workflows, litigation engineering, and mobile architectures.
Recently
My AI Agent Sent 500 Messages to My Wife
A real-world agent failure mode and the guardrails that failed it.
Agentic Workflows That Actually Work
Retry logic, audit trails, and knowing when to put a human in the loop.
The Gap Between AI Demos and Production
What happens when AI agents meet incomplete data and users who don't read instructions.
Recurring Value: Beyond Clever Automation
Build systems that compound, not scripts that impress once.