LLM Engineeringintermediate
Context Rot: The Silent Killer of Long-Running AI Agents
Context rot degrades your agent's output long before the context window fills. Here's why it happens, how to measure it, and what actually works to stop it.
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AI Strategyintermediate
Production Agentic AI: Lessons from 83% Cycle-Time Reductions in Claims Processing
The architecture pattern behind production agentic AI isn't about the model. It's about routing cheap models for retrieval and triage, reserving frontier models only for reasoning-critical paths.