# DeepSeek-V3.1 insights

Rangoon Insights reporting and guides tagged DeepSeek-V3.1.

Canonical: https://rangoon.ai/insights/tags/deepseek-v3-1/

## 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
- [DeepSeek-V3.1 joined thinking modes, long context, and tool calls in one release](https://rangoon.ai/insights/archive-deepseek-v3-1-august-2025/)
  DeepSeek released DeepSeek-V3.1 on August 21, 2025, describing Think and Non-Think modes, 128K context, updated tokenizer materials, and beta strict function calling.


## 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)