Apr 25, 20248 min read
Translating Founder Vision Into Engineering Reality
Most founders don't struggle because they lack vision—they struggle because that vision isn't translated cleanly into something an engineering team can execute.
THINKING • WRITING • BUILDING
Thoughts on AI, systems, and building things that last
Lessons from the field. No fluff, no hype—just what we've learned building AI-native systems for teams that can't afford to get it wrong.
All Articles
Apr 20, 20249 min read
AI Without the Hype
AI is powerful, but most teams approach it backwards. They start with the model, not the problem. Here's how to build AI that actually works.
Apr 15, 202412 min read
The Anatomy of an MVP Rescue
Most MVPs don't fail because the idea was wrong—they fail because execution drifted from clarity. Here's how we rescued a stalled neo-bank and what it teaches about product momentum.
Apr 2, 20247 min read
Clarity Over Chaos: Why Most Products Slow Down
Products don't slow down because engineering is hard. They slow down because no one is solving the real problem. Clarity changes everything.
Mar 15, 20248 min read
AI is Infrastructure, Not a Feature
Most companies bolt AI onto existing systems and wonder why it fails. The problem isn't the AI—it's treating intelligence as an afterthought instead of a foundation.
Feb 28, 202410 min read
Prove the Hard Parts First
Most projects fail not because they ran out of time, but because they discovered the hard truths too late. Here's how to find them early.
Jan 22, 20249 min read
Designing Ops Copilots that Actually Help People
Most AI copilots are just fancy chat windows that nobody uses. Here's how to build ones that actually reduce ops burden.
Jan 5, 202411 min read
Architecture Without Future Regret
Every system you inherit was built by someone who thought they were making good decisions. Here's how to not become that person.