Honest notes on building products, leading teams, and tinkering with new ideas.
As open-weight models close the capability gap, API providers face a strategic inflection point. Are companies like Anthropic becoming luxury brands—essential for some use cases, but increasingly unnecessary for many others?
How do you build products when what's possible is improving daily? A framework for product leaders navigating rapid AI capability improvements—from layered architectures to capability-threshold roadmaps.
A strategic and technical exploration of why this moment uniquely positions legacy enterprises to leverage AI — not despite their systems, but because of them. For CPOs and CTOs navigating transformation.
AI-powered development is democratizing enterprise software creation. Just as influencers transformed brands, micro-apps built by domain experts will reshape how enterprises innovate—reaching places traditional software never could.
Semantic caching, prompt-template caching, retrieval-result caching, tool-result caching, and tenant-aware invalidation. A technical deep-dive into the five caching layers every production LLM system needs.
We've been measuring happiness with the wrong instruments. A reflective exploration of why our definition of happiness needs to expand to match the full spectrum of human experience—from meaning and psychological richness to the role of difficulty in a life well-lived.
Why risk-averse governance is killing AI adoption—and how risk-based frameworks can help CTOs and CPOs move fast where it matters while maintaining control where it counts.
No spam. No fluff. Just honest reflections on building products, leading teams, and staying curious.