# Qdrant insights

Rangoon Insights reporting and guides tagged Qdrant.

Canonical: https://rangoon.ai/insights/tags/qdrant/

## 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
- [Qdrant Cloud Inference put embedding generation, storage and indexing behind one API call](https://rangoon.ai/insights/archive-qdrant-cloud-inference-embedding-indexing-july-2025/)
  Qdrant launched Cloud Inference on July 15, 2025, combining model inference, vector storage and indexing in a managed retrieval workflow.
- [Qdrant 1.13 joined GPU indexing with collection-level operational limits](https://rangoon.ai/insights/archive-qdrant-1-13-gpu-indexing-strict-mode-january-2025/)
  Qdrant released version 1.13 on January 23, 2025, adding GPU-accelerated HNSW indexing, strict-mode controls and a new storage engine.


## 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)