# Moonshot AI insights

Rangoon Insights reporting and guides tagged Moonshot AI.

Canonical: https://rangoon.ai/insights/tags/moonshot-ai/

## Topics
- [Agent systems](https://rangoon.ai/insights/topics/agents/): Agent runtimes, handoffs, tools, and the boundaries that make them reviewable.
- [Governance](https://rangoon.ai/insights/topics/governance/): Policy, identity, authorization, approvals, and evidence for consequential work.
- [Infrastructure](https://rangoon.ai/insights/topics/infrastructure/): Model serving, sandboxes, tool services, and deployment boundaries.
- [Models](https://rangoon.ai/insights/topics/models/): Inference choices, local serving, compatibility, and operational tradeoffs.

## Stories
- [Kimi K2.5 combined native multimodality with a research-preview agent swarm](https://rangoon.ai/insights/archive-kimi-k2-5-january-2026/)
  Moonshot AI introduced Kimi K2.5 on January 27, 2026, pairing vision-text pretraining, open weights, and a beta agent-swarm mode with dynamic subagents.
- [Kimi K2 Thinking update separated a reasoning mode from a turbo API tier](https://rangoon.ai/insights/archive-moonshot-kimi-k2-thinking-november-2025/)
  Moonshot AI’s November 7, 2025 forum announcement named Kimi K2 Thinking; its undated project page supplies separate technical context.
- [Kimi K2-0905 made context, tool parsing, and serving configuration one release surface](https://rangoon.ai/insights/archive-moonshot-kimi-k2-0905-september-2025/)
  Moonshot AI announced Kimi K2-0905 on September 5, 2025, citing a 256K context window, enhanced frontend and tool-calling work, and broader agent-scaffold integration.


## More information

- [Documentation index](https://rangoon.ai/llms.txt)
- [AI access and policies](https://rangoon.ai/ai/)
- [Source repository](https://github.com/hypler-dev/rangoon)