# [rednote-machine-learning/RedKnot](https://github.com/rednote-machine-learning/RedKnot) Efficient Long-Context LLM Serving with Head-Aware KV Reuse and SegPagedAttention 3.1k stars · 1.6k forks · Python Quick update: star history is from the full report of Oct 21, 2026. Healthy Actively maintained by 5 people, no known risks. ## Why No warning signs: none of the [verdict rules](https://reporadar.ai/methodology) applied to this repo. ### What would change this - A dormant maintenance status, a deprecated or archived package, a successor link, or a critical advisory would change this. ## Maintenance Complete Active **Human commits, 30 days** 16 **Human commits, 90 days** 16 **Human commits, 365 days** 16 **Bot share of commits, 365 days** 0% **Last commit** Nov 11, 2026 (2 days ago) **Last human commit** Nov 11, 2026 (2 days ago) **Authors, 90 days** 5 **Last release** none found **Median PR merge time** under an hour Too few recent issues to measure responsiveness. - Only 0 recent issues can be checked for a response, too few to measure response time. Sources: [Commits](https://github.com/rednote-machine-learning/RedKnot/commits), [Releases](https://github.com/rednote-machine-learning/RedKnot/releases), [Merged pull requests](https://github.com/rednote-machine-learning/RedKnot/pulls?q=is%3Apr+is%3Amerged), [Issues](https://github.com/rednote-machine-learning/RedKnot/issues?q=is%3Aissue) ## People Complete **Owner** Organization **Commits sampled** 16 since Nov 12, 2025 **Authors for half of commits** 1 **Authors for 80% of commits** 2 **Contributors** 5 ### Top committers - YangLiu-opus: 69% of commits - beginlner: 13% of commits - hkeee21: 6% of commits - Inference1: 6% of commits - wx-csy: 6% of commits Sources: [Commits](https://github.com/rednote-machine-learning/RedKnot/commits), [Contributors](https://github.com/rednote-machine-learning/RedKnot/graphs/contributors) ## Stars Complete Mostly organic, confidence medium Bars show stars gained each week. Red bars overlap a burst. ### Bursts - **Jul 9, 2026 to Jul 23, 2026**: about 282 more stars than usual, peak 24 in one day, a spike that tapers off. We couldn't check for an outside explanation. Anyone can buy stars for any repo; bursts alone don't prove the owner did. - Anyone can buy stars for any repo, so this describes the star history only. - Star history from the full report of Oct 21, 2026; this update did not re-read it. Sources: [How star history is analyzed](https://reporadar.ai/methodology#stars) ## Risk Complete ### Flags No risk flags. ### License **Now** Apache-2.0 (OSI-approved) **A year ago** Not known ### Packages No published packages found. Sources: [GitHub: rednote-machine-learning/RedKnot](https://github.com/rednote-machine-learning/RedKnot) ## Compare Weighing rednote-machine-learning/RedKnot against an alternative? See both side by side. ## Badge ![RepoRadar: Healthy](data:image/svg+xml,%3Csvg%20xmlns%3D%22http%3A%2F%2Fwww.w3.org%2F2000%2Fsvg%22%20width%3D%22112%22%20height%3D%2220%22%20role%3D%22img%22%20aria-label%3D%22reporadar%3A%20healthy%22%3E%3Ctitle%3Ereporadar%3A%20healthy%3C%2Ftitle%3E%3CclipPath%20id%3D%22r%22%3E%3Crect%20width%3D%22112%22%20height%3D%2220%22%20rx%3D%223%22%2F%3E%3C%2FclipPath%3E%3Cg%20clip-path%3D%22url(%23r)%22%3E%3Crect%20width%3D%2263%22%20height%3D%2220%22%20fill%3D%22%23555%22%2F%3E%3Crect%20x%3D%2263%22%20width%3D%2249%22%20height%3D%2220%22%20fill%3D%22%232e7d32%22%2F%3E%3C%2Fg%3E%3Cg%20fill%3D%22%23fff%22%20text-anchor%3D%22middle%22%20font-family%3D%22Verdana%2CGeneva%2CDejaVu%20Sans%2Csans-serif%22%20font-size%3D%2211%22%3E%3Ctext%20x%3D%2232%22%20y%3D%2214%22%3Ereporadar%3C%2Ftext%3E%3Ctext%20x%3D%2288%22%20y%3D%2214%22%3Ehealthy%3C%2Ftext%3E%3C%2Fg%3E%3C%2Fsvg%3E) Add this to a README to show the current verdict: ``` [![RepoRadar](https://reporadar.ai/rednote-machine-learning/RedKnot/badge.svg)](https://reporadar.ai/rednote-machine-learning/RedKnot) ``` ## Follow Get told when this verdict changes. Add the feed to any feed reader: you get one entry per change, not one per refresh. ``` https://reporadar.ai/rednote-machine-learning/RedKnot/feed.xml ``` [Open the feed](https://reporadar.ai/rednote-machine-learning/RedKnot/feed.xml) ## More repos rated Healthy [See all](https://reporadar.ai/-/reports/healthy) - [spiceai/spiceai](https://reporadar.ai/spiceai/spiceai) 3.1k stars - [decodingai-magazine/second-brain-ai-assistant-course](https://reporadar.ai/decodingai-magazine/second-brain-ai-assistant-course) 3.1k stars - [MiroMindAI/MiroFlow](https://reporadar.ai/MiroMindAI/MiroFlow) 3.2k stars - [keon/browser-control](https://reporadar.ai/keon/browser-control) 3.2k stars - [SciSharp/BotSharp](https://reporadar.ai/SciSharp/BotSharp) 3.1k stars - [SkyworkAI/Skywork-R1V](https://reporadar.ai/SkyworkAI/Skywork-R1V) 3.2k stars ## Earlier verdicts - Nov 12, 2026: Healthy - Nov 11, 2026: Healthy - Nov 10, 2026: Healthy - Nov 9, 2026: Healthy - Nov 8, 2026: Healthy - Nov 7, 2026: Healthy - Nov 6, 2026: Healthy - Nov 5, 2026: Healthy - Nov 4, 2026: Healthy - Nov 3, 2026: Healthy Computed 15 hours ago · method 2026.10.2 Source: https://reporadar.ai/rednote-machine-learning/RedKnot