# inference runtime insights

Rangoon Insights reporting and guides tagged inference runtime.

Canonical: https://rangoon.ai/insights/tags/inference-runtime/

## 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
- [SGLang 0.5.1 added cache and scheduling work to its serving release](https://rangoon.ai/insights/archive-sglang-0-5-1-hicache-august-2025/)
  SGLang released version 0.5.1 on August 23, 2025, including HiCache NIXL connector work, CUDA-graph capture changes and new runtime integrations.
- [OpenVINO 2025.1 put GenAI memory and NPU work into its runtime release](https://rangoon.ai/insights/archive-openvino-2025-1-genai-npu-april-2025/)
  OpenVINO 2025.1 was released on April 10, 2025 with GenAI integrations, token-eviction preview work and text-generation NPU acceleration claims.
- [ONNX Runtime 1.21 added GenAI pipeline changes while removing older paths](https://rangoon.ai/insights/archive-onnx-runtime-1-21-genai-march-2025/)
  ONNX Runtime 1.21.0 was released on March 8, 2025 with chat mode, decoder-pipeline work, WebGPU fixes and notable execution-provider changes.
- [TensorRT-LLM 0.17 added Blackwell and an experimental PyTorch workflow](https://rangoon.ai/insights/archive-tensorrt-llm-0-17-blackwell-pytorch-february-2025/)
  NVIDIA released TensorRT-LLM 0.17 on February 7, 2025 with scoped Blackwell support, NVFP4 work and an experimental PyTorch workflow.
- [Triton 3.2.0 reached PyPI with five Linux compiler wheels](https://rangoon.ai/insights/archive-triton-3-2-pypi-promotion-january-2025/)
  Triton 3.2.0 appeared on PyPI on January 22, 2025, with five Linux x86-64 wheels for CPython 3.9 through 3.13 and a matching promotion tag.
- [vLLM V1 alpha made the serving engine’s internal loop a migration surface](https://rangoon.ai/insights/archive-vllm-v1-alpha-january-2025/)
  vLLM announced its V1 alpha on January 27, 2025 as a major core-architecture redesign, retaining an OpenAI-compatible API while changing execution internals.


## 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)