# DeepSeek-V3 insights

Rangoon Insights reporting and guides tagged DeepSeek-V3.

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

## 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’s December 2024 API update made a checkpoint date operational](https://rangoon.ai/insights/archive-deepseek-v3-api-upgrade-2024/)
  DeepSeek documented a DeepSeek-V3 upgrade for deepseek-chat on December 26, 2024. A stable endpoint name does not preserve checkpoint identity, prompt behavior, or evaluation.


## 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)