GSGanesh Sincsquare.hashnode.dev·Feb 1 · 3 min readAgentic Math systems: significance of InvariantsThis post follows up on Building Dependable Agentic Workflows Using Functional Scaffoldingand documents a real failure case while building a math-solving agent. The Problem Wasn’t Hard. The Agent Was Lost. I was testing a math agent on a Class X geom...00
GSGanesh Sincsquare.hashnode.dev·Feb 1 · 3 min readBuilding Dependable Agentic Workflows Using Functional ScaffoldingOriginally published at:https://codetocuriosity.blogspot.com/2025/11/functional-scaffolding-for-agentic-llm.html Agentic LLM systems tend to fail in predictable ways: brittle reasoning, uncontrolled tool use, poor observability, and feedback loops th...00
