Every team that hits the wall on a long-running agent reaches for the same lever: a bigger context window. It is almost always the wrong lever. What is actually broken is the decision about what gets written down, what gets thrown away, and who decides.
10 min readThe clever one-liner prompt is fading. The real craft now is deciding what an AI model gets to see before it answers.
3 min readAI-driven development isn’t about replacing engineers — it’s about rethinking how software systems are designed, built, and evolved. Here’s what that looks like in practice, using an ecommerce platform as the blueprint.
9 min readContext windows have exploded from 4K to millions of tokens. What does that actually change for how we build and think?
2 min readMost AI feature experiments share the same fate: impressive demo, uncomfortable production metrics, quiet retirement. Here’s the design thinking that changes the outcome.
2 min read
