CPTO with 20 years building products at the intersection of engineering, product, and design. I write code, shape product strategy, and design user experiences. Currently leading development of AI-driven GRC platform at Complyance, where we're building intelligent systems that understand complex regulatory workflows.
Demos run for minutes. Production runs for hours. Here's what breaks, and the durability patterns that actually work when your agent needs to make 200+ tool calls without losing its mind.
A response to the viral "spec as code" thesis. We don't stop programming—we change what programming means. And that change requires more engineering fundamentals, not fewer.
Intelligence without infrastructure is just a demo. Here's why the Agent Harness thesis matters and what I've learned building autonomous agents that actually work.
A practitioner's look back at what happened in AI agents in 2025—from DeepSeek shaking the markets to GPT-5, Gemini 3, and the rise of agentic AI.
Why memory architecture is the hidden bottleneck in AI agent systems, and the patterns that actually work in production.
Real data showing 1082% productivity gains with AI coding tools. GitHub metrics, workflow diagrams, and evidence-based response to AI coding skeptics with 146,000 lines shipped in 4 months.
A data-driven analysis of why software estimation doesn't work and what to do instead. Based on research, industry reports, and real-world experience with the no-estimates movement.
Explore the significance of balancing value and a co-founder mindset in early-stage startups. Learn how to show value while respecting team dynamics and collaborating towards common goals.
