https://suyashdubey.com/blog/ Notes on building LLM systems that survive production. en dsuyash57@gmail.com (Suyash Dubey) Sun, 13 Sep 2026 10:24:58 +0000 https://suyashdubey.com/blog/patches-not-paragraphs.html https://suyashdubey.com/blog/patches-not-paragraphs.html Sun, 13 Sep 2026 00:00:00 +0000 A model that writes the whole document can fail in ways you cannot bound. Emitting a structured patch and rendering deterministically removes an entire class of failure.