Kimi K2.6: 1T-parameter MoE model activates 32B params per token and targets long-horizon coding, multimodal agent workflows, and large-scale orchestration through upto 300 sub-agents and 4,000 coordinated steps. Open models are moving from single-agent coding toward persistent, multi-agent execution with reusable skills

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