Tests Are Your Most Valuable IP
The code records one way the system currently works. The test suite records what the company has learned must always remain true.
AI, Agents and Outcomes
From Process to Outcomes. The shift happening now is clear: we’re moving from hiring for process to hiring for results. AI accelerates this transformation through what Karpathy calls the autonomy dial, your ability to set how independent AI agents are in driving real business impact.