context preservation across turns

The fact that Grady must constantly remind Claude suggests context isn't being retained/prioritized across the conversation

Each framework preserves context differently: LangGraph through explicit state graph, CrewAI through role memory, AutoGen through conversation history. Different strategies for solving the same CE pro

Orchestration layer must maintain project context, agent state, and output routing—this is context preservation across agent 'turns'

The workflow described (start planning → break into chunks → execute) suggests sustained context across multiple turns rather than resetting, supporting the intelligence-compounding thesis.

Task state persisting through multiple agent handoffs preserves context about work progress, avoiding regeneration

Multi-agent debate pattern shows how agents preserve/corrupt context through conversation loops and sycophancy cascading—indirect but real context management issue

Article claims multi-agent architecture improves reasoning but provides no mechanism for agents to remember previous reasoning or accumulate context. This is a gap between the promise and the implemen