https://shivam.systems/writing/Field notes on enterprise AI strategy, production systems, engineering leadership, products and technology.enhttps://shivam.systems/writing/four-gates-before-self-hosting-open-weight-ai/https://shivam.systems/writing/four-gates-before-self-hosting-open-weight-ai/Sat, 05 Sep 2026 12:00:00 +0530Control, workload, model fit and operational ownership should decide whether self-hosting creates leverage or liability.https://shivam.systems/writing/deployment-envelope-before-model-selection/https://shivam.systems/writing/deployment-envelope-before-model-selection/Sat, 05 Sep 2026 00:00:00 +0530Why the most consequential AI decision is often made before a benchmark enters the room.