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Every developer has an IDE. Researchers never had one. We don’t need another research agent, but a full stack workstation powered by AI. Today we're launching Orchestra Orchestra Reseach, the world's first Research IDE 🔬🧵

78,160 次观看 • 5 个月前 •via X (Twitter)

78 条评论

Zechen Zhang 的头像
Zechen Zhang5 个月前

Research is an infinite game. Open-ended by nature. Long-horizon by necessity. You're constantly cycling between reading, brainstorming, executing, interpreting, rethinking — and every single step demands real depth. No tool was ever built for this. We built one.

Zechen Zhang 的头像
Zechen Zhang5 个月前

Orchestra @orch_research is the first platform where you direct AI agents the way a PI directs a lab. You set the research direction. A project manager orchestrates your agents — they explore different hypotheses simultaneously, run real experiments on GPUs, and report back with results and plots. You stay commander-in-chief.

Zechen Zhang 的头像
Zechen Zhang5 个月前

At the center: a living research canvas where every hypothesis, dead end, pivot, and breakthrough is captured as your research grows. Powering it: 86 open-source research skills — from idea generation to literature review to RL training to distributed inference. The most popular AI research skills library on GitHub (6,000+ ⭐). From the first question to the final experiment, Orchestra covers the full arc.

Zechen Zhang 的头像
Zechen Zhang5 个月前

This is just the beginning. We're building the foundational platform for a future where humans collaborate with AI to push the frontier, AI agents collaborate with each other to explore at scale, and researchers everywhere collaborate across borders and disciplines. The next scientific breakthroughs won't come from one genius in a lab. They'll come from orchestrated intelligence — human and artificial, working together 🔭

Zechen Zhang 的头像
Zechen Zhang5 个月前

🔬 Website: 📖 Blog: 🎬 Demo: ⭐ AI Research Skills:

Zechen Zhang 的头像
Zechen Zhang5 个月前

Grateful to everyone who made this possible: a long and open-ended journey with @JIACHENLIU8 , and supported by @vercel @nvidia @pearvc And to our early users and beta testers — you shaped this product. Thank you 🙏 If you know researchers who deserve better tools, tag them below 👇

Sharat 的头像
Sharat5 个月前

@orch_research I tried this out after the demo at OpenClaw Boston meetup. Its great for finding related research and structure your project. This is auto-research-management vs. auto-research-a-la-karpathy . Great work @ZechenZhang5

Zechen Zhang 的头像
Zechen Zhang5 个月前

@orch_research thank you for the kind words!

Delta 的头像
Delta5 个月前

@orch_research Congrats, Zechen!!

Zechen Zhang 的头像
Zechen Zhang5 个月前

@DeltaInstitutes @orch_research Thanks! Congrats on the insane talent accumulation at Delta!

Nad 的头像
Nad5 个月前

@orch_research Great start! My agent got stuck so submitted some feedback. Have you thought about a bring your own model approach? Might be great for iterating with more reasoning traces as well.

Zechen Zhang 的头像
Zechen Zhang5 个月前

@orch_research Thanks I will take a look it you can DM me your account. Yeah that's an option we are thinking of, in some forms of open sourced platforms

c_Up1d 的头像
c_Up1d5 个月前

@orch_research Huge shoutout to Zechen for building this. It's genuinely one of those tools that makes you wonder how you ever got by without it. Beyond just a nice utility, orchestra is a whole research workflow in one place. This is going to save researchers a ton of time.

Zechen Zhang 的头像
Zechen Zhang5 个月前

@orch_research Thank you for the support!! 🙏

Jasnowidz 的头像
Jasnowidz5 个月前

@orch_research humans are just bottlenecks in research, creating IDEs for them is sabotaging process

Zechen Zhang 的头像
Zechen Zhang5 个月前

@orch_research until AI truly automating everything in research, until then we need IDE..

Jasnowidz 的头像
Jasnowidz5 个月前

@orch_research Cool project, probably until we see what openAI is cooking. I would try it out and use it if I could use my claude subscription with it, without breaking ToS. And if it would perform gemini deep researches on demand for free. Until then I guess I'll live in VSCode, sry, good luck

Zechen Zhang 的头像
Zechen Zhang5 个月前

@orch_research 🔥🔥

. 的头像
.5 个月前

@orch_research Awesome work! Can I fund this via pf?

Zechen Zhang 的头像
Zechen Zhang5 个月前

@kyuxloll @orch_research open to discussion!

wuzhongze 的头像
wuzhongze5 个月前

@orch_research Very useful product!

Zechen Zhang 的头像
Zechen Zhang5 个月前

@orch_research Thank you!

tamhn 的头像
tamhn5 个月前

@orch_research the PI metaphor is right. built something similar for a client in market research, you set direction, agents run parallel experiments. the bottleneck is always figuring out what question to ask, not running the experiment.

Zechen Zhang 的头像
Zechen Zhang5 个月前

@orch_research Wow great minds think alike

Shubhanshu Khatana 的头像
Shubhanshu Khatana5 个月前

@dhruvtrehan9 @orch_research this is great

Zechen Zhang 的头像
Zechen Zhang5 个月前

@dhruvtrehan9 @orch_research thank you!

alli 的头像
alli5 个月前

@orch_research Let’s goooo!!!

Ao Fu 的头像
Ao Fu5 个月前

@orch_research Great work!!! This is huge.

Zechen Zhang 的头像
Zechen Zhang5 个月前

@orch_research Thank you!

amber shen 的头像
amber shen5 个月前

@orch_research Awesome work!

Zechen Zhang 的头像
Zechen Zhang5 个月前

@orch_research 🙏

罗杰斯 的头像
罗杰斯5 个月前

@orch_research Shouldn't it be called "IRE"? Integrated Research Environment?

Zechen Zhang 的头像
Zechen Zhang5 个月前

@orch_research Haha that's a better word

gootecks 的头像
gootecks5 个月前

@orch_research this looks really cool! and also two notches above my paygrade lol

Zechen Zhang 的头像
Zechen Zhang5 个月前

@orch_research What if I say you can use it now for free 🤔

Vahisht Tamboli 的头像
Vahisht Tamboli5 个月前

@orch_research Will use it for my research in the Mathematics domain and share my experience with you 💯

Zechen Zhang 的头像
Zechen Zhang5 个月前

@orch_research that's great! I think it would is particularly helpful to run theory and computational simulations comparison

Tanmay 的头像
Tanmay5 个月前

@orch_research Ofcourse the demo starts with continual learning lol

Zechen Zhang 的头像
Zechen Zhang5 个月前

@orch_research good eye. that's intentional demo 🦞

Morteza Hosseini 的头像
Morteza Hosseini5 个月前

@orch_research Cool

Zechen Zhang 的头像
Zechen Zhang5 个月前

@orch_research 🔥

Alexander Johonnuson, Founder & CEO 的头像
Alexander Johonnuson, Founder & CEO5 个月前

@orch_research Congrats.

Zechen Zhang 的头像
Zechen Zhang5 个月前

@orch_research 🙏

Sovren Software 的头像
Sovren Software5 个月前

@orch_research This reshapes how researchers work day to day

Zechen Zhang 的头像
Zechen Zhang5 个月前

@orch_research Try it out!

Abhishek Shankar 的头像
Abhishek Shankar5 个月前

@orch_research can i try this?

Zechen Zhang 的头像
Zechen Zhang5 个月前

@orch_research yeah it's open in public beta

λux 的头像
λux5 个月前

@orch_research this is awesome!! congrats on the release 🙌🏻

Zechen Zhang 的头像
Zechen Zhang5 个月前

@orch_research Thank you🙏 hope to push it further for and with the research community!

Erick Holz 的头像
Erick Holz5 个月前

@orch_research Damn, I didn't finish my research IDE on time and you guys got first. Good job though and good luck.

Zechen Zhang 的头像
Zechen Zhang5 个月前

@orch_research haha great minds think alike. There are probably many people working on it. Join us for the journey!

Erick Holz 的头像
Erick Holz5 个月前

@orch_research Mine is little different though. Let‘s see how it turns out!

Pablo Pablo 的头像
Pablo Pablo5 个月前

@orch_research Building it isn't the hard part. Researchers are creatures of habit with deeply embedded stacks. The challenge is migration, not functionality.

Zechen Zhang 的头像
Zechen Zhang5 个月前

@orch_research Agree 💯

Sinuhet 的头像
Sinuhet5 个月前

@orch_research A true research IDE would have to be a standalone app with possibility use it offline and/or with local LLM. A serious research cannot run in cloud from confidentiality point of view. Like medical research for example or anything which deals with prospective IP rights.

Zechen Zhang 的头像
Zechen Zhang5 个月前

@orch_research this is a starting point of exploring all-on-cloud research. I think we would have both in the future

Sinuhet 的头像
Sinuhet5 个月前

@orch_research Glad to hear it because for proper medical anything in the cloud, particularly if it has patients data, is no go. I wish you good luck!

Xiaohu Zhu ⏹️ CSAGI 的头像
Xiaohu Zhu ⏹️ CSAGI5 个月前

@orch_research Cool.

Zechen Zhang 的头像
Zechen Zhang5 个月前

@orch_research thank you 🙏

Harsh 的头像
Harsh5 个月前

@orch_research This is very interesting, would love to give it a try

Zechen Zhang 的头像
Zechen Zhang5 个月前

@orch_research Let me know!

Junyuan "Jason" Hong 的头像
Junyuan "Jason" Hong5 个月前

@orch_research Indeed useful!

Renat Lotfullin 的头像
Renat Lotfullin5 个月前

@orch_research will it be free or paid plans coming?

Zechen Zhang 的头像
Zechen Zhang5 个月前

@orch_research You can try it for free and we have subscription plans. All details in our app

Victor Trades 📈 的头像
Victor Trades 📈5 个月前

@orch_research Is this only for AI/ML research?

Zechen Zhang 的头像
Zechen Zhang5 个月前

@orch_research It's for all digital research but workflow might be tailored more for AI/ML

Pochi 的头像
Pochi5 个月前

@orch_research he unbundling of the ide is happening. vs code can't just be the interface for every single knowledge work taskk

Zechen Zhang 的头像
Zechen Zhang5 个月前

@orch_research exactly

ᕼ ᐱ ᖇ Ƨ ᕼ ᐱ 的头像
ᕼ ᐱ ᖇ Ƨ ᕼ ᐱ5 个月前

@orch_research Sounds amazing but might wanna check your auth setup

Zechen Zhang 的头像
Zechen Zhang5 个月前

@orch_research thanks for letting me know. this seems to be the github repo link? or was it during you trying to sign in Orchestra?

ᕼ ᐱ ᖇ Ƨ ᕼ ᐱ 的头像
ᕼ ᐱ ᖇ Ƨ ᕼ ᐱ5 个月前

@orch_research Yeah it’s during sign up from landing page

Zechen Zhang 的头像
Zechen Zhang5 个月前

@orch_research Wait just realized you didn't input any account names? Try signing in with Google

ᕼ ᐱ ᖇ Ƨ ᕼ ᐱ 的头像
ᕼ ᐱ ᖇ Ƨ ᕼ ᐱ5 个月前

@orch_research erm github sso doesnt need any account name tho. the error is redirect uri invalidation which is a configuration issue, are you using an auth provider like clerk or workos? or better auth?

Zechen Zhang 的头像
Zechen Zhang5 个月前

@orch_research my bad. you were trying to sign in with Github right? I've fixed the redirect bug. Now you can sign in with Github! Let me know if there are further issues!

Howard 的头像
Howard5 个月前

@orch_research 1. Can I use my Claude subscription there? 2. Can it fetch the content that is on @x or YouTube?

Zechen Zhang 的头像
Zechen Zhang5 个月前

@0xhoward @orch_research @X 1. not yet 2. yes try it out

Ezana 的头像
Ezana5 个月前

@orch_research yoooo, this is game changing in research space and it was created with much care and love, beautiful.

Zechen Zhang 的头像
Zechen Zhang5 个月前

@orch_research thank you ❤️

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