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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 görüntüleme • 5 ay önce •via X (Twitter)

78 Yorum

Zechen Zhang profil fotoğrafı
Zechen Zhang5 ay önce

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 profil fotoğrafı
Zechen Zhang5 ay önce

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 profil fotoğrafı
Zechen Zhang5 ay önce

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 profil fotoğrafı
Zechen Zhang5 ay önce

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 profil fotoğrafı
Zechen Zhang5 ay önce

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

Zechen Zhang profil fotoğrafı
Zechen Zhang5 ay önce

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 profil fotoğrafı
Sharat5 ay önce

@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 profil fotoğrafı
Zechen Zhang5 ay önce

@orch_research thank you for the kind words!

Delta profil fotoğrafı
Delta5 ay önce

@orch_research Congrats, Zechen!!

Zechen Zhang profil fotoğrafı
Zechen Zhang5 ay önce

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

Nad profil fotoğrafı
Nad5 ay önce

@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 profil fotoğrafı
Zechen Zhang5 ay önce

@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 profil fotoğrafı
c_Up1d5 ay önce

@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 profil fotoğrafı
Zechen Zhang5 ay önce

@orch_research Thank you for the support!! 🙏

Jasnowidz profil fotoğrafı
Jasnowidz5 ay önce

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

Zechen Zhang profil fotoğrafı
Zechen Zhang5 ay önce

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

Jasnowidz profil fotoğrafı
Jasnowidz5 ay önce

@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 profil fotoğrafı
Zechen Zhang5 ay önce

@orch_research 🔥🔥

. profil fotoğrafı
.5 ay önce

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

Zechen Zhang profil fotoğrafı
Zechen Zhang5 ay önce

@kyuxloll @orch_research open to discussion!

wuzhongze profil fotoğrafı
wuzhongze5 ay önce

@orch_research Very useful product!

Zechen Zhang profil fotoğrafı
Zechen Zhang5 ay önce

@orch_research Thank you!

tamhn profil fotoğrafı
tamhn5 ay önce

@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 profil fotoğrafı
Zechen Zhang5 ay önce

@orch_research Wow great minds think alike

Shubhanshu Khatana profil fotoğrafı
Shubhanshu Khatana5 ay önce

@dhruvtrehan9 @orch_research this is great

Zechen Zhang profil fotoğrafı
Zechen Zhang5 ay önce

@dhruvtrehan9 @orch_research thank you!

alli profil fotoğrafı
alli5 ay önce

@orch_research Let’s goooo!!!

Ao Fu profil fotoğrafı
Ao Fu5 ay önce

@orch_research Great work!!! This is huge.

Zechen Zhang profil fotoğrafı
Zechen Zhang5 ay önce

@orch_research Thank you!

amber shen profil fotoğrafı
amber shen5 ay önce

@orch_research Awesome work!

Zechen Zhang profil fotoğrafı
Zechen Zhang5 ay önce

@orch_research 🙏

罗杰斯 profil fotoğrafı
罗杰斯5 ay önce

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

Zechen Zhang profil fotoğrafı
Zechen Zhang5 ay önce

@orch_research Haha that's a better word

gootecks profil fotoğrafı
gootecks5 ay önce

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

Zechen Zhang profil fotoğrafı
Zechen Zhang5 ay önce

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

Vahisht Tamboli profil fotoğrafı
Vahisht Tamboli5 ay önce

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

Zechen Zhang profil fotoğrafı
Zechen Zhang5 ay önce

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

Tanmay profil fotoğrafı
Tanmay5 ay önce

@orch_research Ofcourse the demo starts with continual learning lol

Zechen Zhang profil fotoğrafı
Zechen Zhang5 ay önce

@orch_research good eye. that's intentional demo 🦞

Morteza Hosseini profil fotoğrafı
Morteza Hosseini5 ay önce

@orch_research Cool

Zechen Zhang profil fotoğrafı
Zechen Zhang5 ay önce

@orch_research 🔥

Alexander Johonnuson, Founder & CEO profil fotoğrafı
Alexander Johonnuson, Founder & CEO5 ay önce

@orch_research Congrats.

Zechen Zhang profil fotoğrafı
Zechen Zhang5 ay önce

@orch_research 🙏

Sovren Software profil fotoğrafı
Sovren Software5 ay önce

@orch_research This reshapes how researchers work day to day

Zechen Zhang profil fotoğrafı
Zechen Zhang5 ay önce

@orch_research Try it out!

Abhishek Shankar profil fotoğrafı
Abhishek Shankar5 ay önce

@orch_research can i try this?

Zechen Zhang profil fotoğrafı
Zechen Zhang5 ay önce

@orch_research yeah it's open in public beta

λux profil fotoğrafı
λux5 ay önce

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

Zechen Zhang profil fotoğrafı
Zechen Zhang5 ay önce

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

Erick Holz profil fotoğrafı
Erick Holz5 ay önce

@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 profil fotoğrafı
Zechen Zhang5 ay önce

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

Erick Holz profil fotoğrafı
Erick Holz5 ay önce

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

Pablo Pablo profil fotoğrafı
Pablo Pablo5 ay önce

@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 profil fotoğrafı
Zechen Zhang5 ay önce

@orch_research Agree 💯

Sinuhet profil fotoğrafı
Sinuhet5 ay önce

@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 profil fotoğrafı
Zechen Zhang5 ay önce

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

Sinuhet profil fotoğrafı
Sinuhet5 ay önce

@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 profil fotoğrafı
Xiaohu Zhu ⏹️ CSAGI5 ay önce

@orch_research Cool.

Zechen Zhang profil fotoğrafı
Zechen Zhang5 ay önce

@orch_research thank you 🙏

Harsh profil fotoğrafı
Harsh5 ay önce

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

Zechen Zhang profil fotoğrafı
Zechen Zhang5 ay önce

@orch_research Let me know!

Junyuan "Jason" Hong profil fotoğrafı
Junyuan "Jason" Hong5 ay önce

@orch_research Indeed useful!

Renat Lotfullin profil fotoğrafı
Renat Lotfullin5 ay önce

@orch_research will it be free or paid plans coming?

Zechen Zhang profil fotoğrafı
Zechen Zhang5 ay önce

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

Victor Trades 📈 profil fotoğrafı
Victor Trades 📈5 ay önce

@orch_research Is this only for AI/ML research?

Zechen Zhang profil fotoğrafı
Zechen Zhang5 ay önce

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

Pochi profil fotoğrafı
Pochi5 ay önce

@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 profil fotoğrafı
Zechen Zhang5 ay önce

@orch_research exactly

ᕼ ᐱ ᖇ Ƨ ᕼ ᐱ profil fotoğrafı
ᕼ ᐱ ᖇ Ƨ ᕼ ᐱ5 ay önce

@orch_research Sounds amazing but might wanna check your auth setup

Zechen Zhang profil fotoğrafı
Zechen Zhang5 ay önce

@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 profil fotoğrafı
ᕼ ᐱ ᖇ Ƨ ᕼ ᐱ5 ay önce

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

Zechen Zhang profil fotoğrafı
Zechen Zhang5 ay önce

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

ᕼ ᐱ ᖇ Ƨ ᕼ ᐱ profil fotoğrafı
ᕼ ᐱ ᖇ Ƨ ᕼ ᐱ5 ay önce

@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 profil fotoğrafı
Zechen Zhang5 ay önce

@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 profil fotoğrafı
Howard5 ay önce

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

Zechen Zhang profil fotoğrafı
Zechen Zhang5 ay önce

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

Ezana profil fotoğrafı
Ezana5 ay önce

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

Zechen Zhang profil fotoğrafı
Zechen Zhang5 ay önce

@orch_research thank you ❤️

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20,721 görüntüleme • 6 ay önce