Beyond the Context Window: Implementing CoALA for State-Aware Enterprise Agents
1. Summary
The Problem: Statelessness in Enterprise Workflows Large Language Models (LLMs) are powerful reasoning engines, but their utility in business environments is significantly constrained by their inherent statelessness. In a standard deployme...
yourenterprisearchitect.com5 min read
CapeStart
AI, XAI, NLP, DL, ML, GenAI
The episodic injection idea feels way more grounded than the usual just stuff everything in the prompt approach. Would be interesting to see how this scales once you’ve got hundreds of episodes per domain and need smarter routing than semantic similarity alone.