Xingyao Wang
@xingyaow_
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Co-founder @allhands_ai, building OpenHands | PhD candidate @IllinoisCDS | BS @UMichCSE ('22) | Ex Intern @GoogleAI @Microsoft | Opinions are my own
Joined April 2019
If you’re using OpenHands Cloud, you can now run kimi-k2 (and many other SOTA models) right from the OpenHands CLI & self-hosted UI — no more juggling API keys. All usage is billed at cost, with no markup.
We’ve heard from a lot of OpenHands users that:.1. rate limits block them from using OpenHands efficiently.2. they’d like to switch between LLMs for different tasks. To help with this, we have opened up an OpenHands LLM Provider that is available to all OpenHands cloud users.
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RT @allhands_ai: We’ve heard from a lot of OpenHands users that:.1. rate limits block them from using OpenHands efficiently.2. they’d like….
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Next task: figure out a way to fine-tune this 1T model 😂.
Kimi-K2 is definitely the first strong open-weight competitor to Claude Sonnet. 65.4% on SWE-Bench Verified in OpenHands, just 2.6 points shy of Claude Sonnet 4 with the same 100 iterations. API cost is 4x cheaper, together with all benefits of open weights.
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RT @allhands_ai: Kimi-K2 is definitely the first strong open-weight competitor to Claude Sonnet. 65.4% on SWE-Bench Verified in OpenHands,….
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RT @allhands_ai: OpenHands is live on TerminalBench and gets 41.3% with claude-4-sonnet, 6 points better than Claude Code!. If you want to….
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RT @allhands_ai: OpenHands has made 6000 PRs and has a merge rate of 88% on open-source projects: This is by far t….
insights.logicstar.ai
We track and analyze the performance of autonomous code agents in the wild (on GitHub).
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RT @MistralAI: Introducing Devstral Small and Medium 2507! This latest update offers improved performance and cost efficiency, perfectly su….
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RT @allhands_ai: Try it out in OpenHands following the directions here!.
docs.all-hands.dev
When using a Local LLM, OpenHands may have limited functionality. It is highly recommended that you use GPUs to serve local models for optimal experience.
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RT @allhands_ai: Imagine coding agents finishing your requests and sending a pull request in 30 seconds 🤯. Check out this new video of Open….
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RT @allhands_ai: One of our goals is that AI Agents for software development can be invoked from everywhere developers work. Because of th….
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😭🔫.
It finally happened 😭. After 8 months of hard work, the OpenHands agent surpassed the last human developer on our repository, @xingyaow_. Fellow humans, we had a good run.
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For anyone setting up infrastructure for parallel agent rollout (e.g., on SWE-Gym), this Helm chart is exactly what we used for parallel agent rollout and evaluation!. And now they are source-available and you can deploy them to your own cluster:
Want state-of-the-art AI agents to help your software development process?. Don't want your private codebases to travel outside your VPC?. We have just released the OpenHands Self-hosted Cloud, which provides all the features of the OpenHands cloud within a private firewall.
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RT @allhands_ai: Introducing the OpenHands CLI, a new coding CLI that:. - Has top accuracy (similar to Claude Code).- Is completely open so….
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RT @gneubig: Why did the new coding LM Kimi-Dev-72B have a 43% accuracy drop when used in a different harness?. The reason lies in the diff….
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OpenHands CLI requires Python 3.12 to run - If you run into issues during pip install, you can also use uv ( to launch OpenHands CLI in one line: uvx --python 3.12 --from openhands-ai openhands.
Introducing the OpenHands CLI, a new coding CLI that:. - Has top accuracy (similar to Claude Code).- Is completely open source, MIT licensed.- Is model agnostic, use an API or bring your own.- Is simple to install and run `pip install openhands-ai` and `openhands` (no Docker!)
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RT @allhands_ai: "I threw an issue from a side project at 6 AI tools today: Claude Code, OpenAI Codex (the CLI version), Factory, Devin, Ju….
yoav.blog
I threw an issue from a side project at 6 AI tools today: Claude Code, OpenAI Codex (the CLI version), Factory.ai, Devin, Jules, and All Hands. The task was a bug fix + feature. The tricky part: it…
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RT @allhands_ai: At @allhands_ai we are dedicated to:. 1. Making OpenHands the best agent for software development.2. Doing it in an open,….
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(And yes, with agents, now I’m too lazy to open my IDE and actually do this 1-file change!).
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Funny enough, I wasn’t even planning to post this — felt almost too obvious. But it’s a great example of what a generalist coding agent can do — even for tasks that aren’t strictly coding. Big thanks to @nlpxuhui, @rohit_malh5, and @valeriechen_ for encouraging me to share!.
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Once you are done, click "Push & Create PR," and your changes will be shipped!
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