Beyond the Context Window: Implementing CoALA for State-Aware Enterprise Agents

Dec 10, 2025 · 5 min read · 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...