DeepSeek-V4 Changes the Context Game for Agents — And Your Memory Architecture Should Adapt

A million-token context window built specifically for agentic workloads. That's the feature in DeepSeek-V4 that stopped me mid-scroll this week — not because big context windows are new, but because this one is engineered for the exact failure mode that plagues every serious agent builder right now.