
Kimi K2.6 Shows How Long-Running AI Agents Strain Existing Orchestration
Moonshot AI’s new Kimi K2.6 can run autonomous agents for days, exposing critical gaps in current orchestration frameworks designed for short-lived tasks.

Moonshot AI’s new Kimi K2.6 can run autonomous agents for days, exposing critical gaps in current orchestration frameworks designed for short-lived tasks.

AWS Quick’s new desktop agent builds a living knowledge graph from your emails, files, and apps—proactively acting without prompts. But as AI autonomy grows, enterprises face fresh governance and oversight challenges.