The Skill Records Its Reasoning. It Does Not Record Yours.

On a recent episode of Aakash Gupta’s podcast, Oji Udezue ran a product idea through a viability gate he had built as a Claude Code skill. The idea was a tool called Standup Zero that reads Slack comments and assembles a daily standup digest. The gate scored it on six dimensions and returned three moderates. Problem clarity and urgency, moderate, because workflow convenience is not a deep problem. Target user definition, not strong. Differentiation, not strong. Competitive landscape, strong, which on this scorecard counts against you, because it means everyone can build what you are building. ...

August 8, 2026 · 6 min · Rami Pinku

Memory Is the Missing Layer in AI-Assisted Development

Memory Is the Missing Layer in AI-Assisted Development In the previous posts, I argued that execution is no longer the bottleneck and that judgment isn’t intuition, it’s accountability. Those two shifts already change how we should think about building software. But there is a third layer that matters just as much and is far less visible. Memory. Not model memory. Not guardrails. Not rule engines. Institutional memory. The living history of why things exist. ...

February 21, 2026 · 5 min · Rami Pinku