Honest notes on building products, leading teams, and tinkering with new ideas.
Small builds compound into extraordinary capability. Why the best engineers aren't built through moonshots, but through hundreds of day-long projects that create knowledge, artifacts, and instinct over time.
As AI accelerates code generation, the real competitive advantage shifts to problem decomposition and component architecture. How CPOs and CTOs can harness AI without drowning in technical debt.
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.
No spam. No fluff. Just honest reflections on building products, leading teams, and staying curious.