Worth recognizing before you scale: LLMs lose structural awareness of physical and deterministic systems no matter how much context windowThe maximum amount of text a model can consider at once — its working memory for the current conversation or task.Full definition → you provide, and success at small scale actively hides the problem.
Terms in this piece · Glossary
context window — The maximum amount of text a model can consider at once — its working memory for the current conversation or task.
videoBrains vs Hands: How to Run AI Agents Safely in Production — Viren Baraiya
videoWe Mapped 115 Microservices for Our Coding Agents — Kamalakannan Nandagopal, Postman
videoTurning Agent Memory Into Skills That Work — Will Lyon, Neo4j
videoWhy We Deleted Our MCP Server and Rebuilt It — Abhi Arya, Reducto
