prλtam — Pritam Ravi https://pritamravi.com Pritam Ravi explores inference engineering, ML systems, GPU performance and creative intelligence. Building systems and learning from first principles. en Sun, 01 Nov 2026 09:00:00 +0000 Anatomy of a decode step https://pritamravi.com/writing/anatomy-of-a-decode-step/ https://pritamravi.com/writing/anatomy-of-a-decode-step/ Wed, 21 Oct 2026 09:00:00 +0000 gpu The KV cache is an allocator wearing an ML costume https://pritamravi.com/writing/the-kv-cache-is-an-allocator/ https://pritamravi.com/writing/the-kv-cache-is-an-allocator/ Mon, 14 Sep 2026 09:00:00 +0000 systems