Agent on Rost Glukhov | AI Systems & Infrastructure https://www.glukhov.org/tags/agent/ Recent content in Agent on Rost Glukhov | AI Systems & Infrastructure Hugo en-us Sat, 24 Oct 2026 00:00:00 +0000 Decision LLMs: When a Model Should Decide — and When It Shouldn't https://www.glukhov.org/ai-systems/architecture/decision-llms-when-models-should-decide/ Sat, 24 Oct 2026 00:00:00 +0000 https://www.glukhov.org/ai-systems/architecture/decision-llms-when-models-should-decide/ <p>Ask practitioners what breaks in agent systems and the answer is rarely capability. The failure is quieter: the model decides, and nobody can tell sound from fluent.</p>