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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 просмотров • 5 месяцев назад •via X (Twitter)

Комментарии: 78

Фото профиля Zechen Zhang
Zechen Zhang5 месяцев назад

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.

Фото профиля Zechen Zhang
Zechen Zhang5 месяцев назад

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.

Фото профиля Zechen Zhang
Zechen Zhang5 месяцев назад

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.

Фото профиля Zechen Zhang
Zechen Zhang5 месяцев назад

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 🔭

Фото профиля Zechen Zhang
Zechen Zhang5 месяцев назад

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

Фото профиля Zechen Zhang
Zechen Zhang5 месяцев назад

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 👇

Фото профиля Sharat
Sharat5 месяцев назад

@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

Фото профиля Zechen Zhang
Zechen Zhang5 месяцев назад

@orch_research thank you for the kind words!

Фото профиля Delta
Delta5 месяцев назад

@orch_research Congrats, Zechen!!

Фото профиля Zechen Zhang
Zechen Zhang5 месяцев назад

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

Фото профиля Nad
Nad5 месяцев назад

@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.

Фото профиля Zechen Zhang
Zechen Zhang5 месяцев назад

@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

Фото профиля c_Up1d
c_Up1d5 месяцев назад

@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.

Фото профиля Zechen Zhang
Zechen Zhang5 месяцев назад

@orch_research Thank you for the support!! 🙏

Фото профиля Jasnowidz
Jasnowidz5 месяцев назад

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

Фото профиля Zechen Zhang
Zechen Zhang5 месяцев назад

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

Фото профиля Jasnowidz
Jasnowidz5 месяцев назад

@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

Фото профиля Zechen Zhang
Zechen Zhang5 месяцев назад

@orch_research 🔥🔥

Фото профиля .
.5 месяцев назад

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

Фото профиля Zechen Zhang
Zechen Zhang5 месяцев назад

@kyuxloll @orch_research open to discussion!

Фото профиля wuzhongze
wuzhongze5 месяцев назад

@orch_research Very useful product!

Фото профиля Zechen Zhang
Zechen Zhang5 месяцев назад

@orch_research Thank you!

Фото профиля tamhn
tamhn5 месяцев назад

@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.

Фото профиля Zechen Zhang
Zechen Zhang5 месяцев назад

@orch_research Wow great minds think alike

Фото профиля Shubhanshu Khatana
Shubhanshu Khatana5 месяцев назад

@dhruvtrehan9 @orch_research this is great

Фото профиля Zechen Zhang
Zechen Zhang5 месяцев назад

@dhruvtrehan9 @orch_research thank you!

Фото профиля alli
alli5 месяцев назад

@orch_research Let’s goooo!!!

Фото профиля Ao Fu
Ao Fu5 месяцев назад

@orch_research Great work!!! This is huge.

Фото профиля Zechen Zhang
Zechen Zhang5 месяцев назад

@orch_research Thank you!

Фото профиля amber shen
amber shen5 месяцев назад

@orch_research Awesome work!

Фото профиля Zechen Zhang
Zechen Zhang5 месяцев назад

@orch_research 🙏

Фото профиля 罗杰斯
罗杰斯5 месяцев назад

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

Фото профиля Zechen Zhang
Zechen Zhang5 месяцев назад

@orch_research Haha that's a better word

Фото профиля gootecks
gootecks5 месяцев назад

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

Фото профиля Zechen Zhang
Zechen Zhang5 месяцев назад

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

Фото профиля Vahisht Tamboli
Vahisht Tamboli5 месяцев назад

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

Фото профиля Zechen Zhang
Zechen Zhang5 месяцев назад

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

Фото профиля Tanmay
Tanmay5 месяцев назад

@orch_research Ofcourse the demo starts with continual learning lol

Фото профиля Zechen Zhang
Zechen Zhang5 месяцев назад

@orch_research good eye. that's intentional demo 🦞

Фото профиля Morteza Hosseini
Morteza Hosseini5 месяцев назад

@orch_research Cool

Фото профиля Zechen Zhang
Zechen Zhang5 месяцев назад

@orch_research 🔥

Фото профиля Alexander Johonnuson, Founder & CEO
Alexander Johonnuson, Founder & CEO5 месяцев назад

@orch_research Congrats.

Фото профиля Zechen Zhang
Zechen Zhang5 месяцев назад

@orch_research 🙏

Фото профиля Sovren Software
Sovren Software5 месяцев назад

@orch_research This reshapes how researchers work day to day

Фото профиля Zechen Zhang
Zechen Zhang5 месяцев назад

@orch_research Try it out!

Фото профиля Abhishek Shankar
Abhishek Shankar5 месяцев назад

@orch_research can i try this?

Фото профиля Zechen Zhang
Zechen Zhang5 месяцев назад

@orch_research yeah it's open in public beta

Фото профиля λux
λux5 месяцев назад

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

Фото профиля Zechen Zhang
Zechen Zhang5 месяцев назад

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

Фото профиля Erick Holz
Erick Holz5 месяцев назад

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

Фото профиля Zechen Zhang
Zechen Zhang5 месяцев назад

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

Фото профиля Erick Holz
Erick Holz5 месяцев назад

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

Фото профиля Pablo Pablo
Pablo Pablo5 месяцев назад

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

Фото профиля Zechen Zhang
Zechen Zhang5 месяцев назад

@orch_research Agree 💯

Фото профиля Sinuhet
Sinuhet5 месяцев назад

@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.

Фото профиля Zechen Zhang
Zechen Zhang5 месяцев назад

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

Фото профиля Sinuhet
Sinuhet5 месяцев назад

@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!

Фото профиля Xiaohu Zhu ⏹️ CSAGI
Xiaohu Zhu ⏹️ CSAGI5 месяцев назад

@orch_research Cool.

Фото профиля Zechen Zhang
Zechen Zhang5 месяцев назад

@orch_research thank you 🙏

Фото профиля Harsh
Harsh5 месяцев назад

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

Фото профиля Zechen Zhang
Zechen Zhang5 месяцев назад

@orch_research Let me know!

Фото профиля Junyuan "Jason" Hong
Junyuan "Jason" Hong5 месяцев назад

@orch_research Indeed useful!

Фото профиля Renat Lotfullin
Renat Lotfullin5 месяцев назад

@orch_research will it be free or paid plans coming?

Фото профиля Zechen Zhang
Zechen Zhang5 месяцев назад

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

Фото профиля Victor Trades 📈
Victor Trades 📈5 месяцев назад

@orch_research Is this only for AI/ML research?

Фото профиля Zechen Zhang
Zechen Zhang5 месяцев назад

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

Фото профиля Pochi
Pochi5 месяцев назад

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

Фото профиля Zechen Zhang
Zechen Zhang5 месяцев назад

@orch_research exactly

Фото профиля ᕼ ᐱ ᖇ Ƨ ᕼ ᐱ
ᕼ ᐱ ᖇ Ƨ ᕼ ᐱ5 месяцев назад

@orch_research Sounds amazing but might wanna check your auth setup

Фото профиля Zechen Zhang
Zechen Zhang5 месяцев назад

@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?

Фото профиля ᕼ ᐱ ᖇ Ƨ ᕼ ᐱ
ᕼ ᐱ ᖇ Ƨ ᕼ ᐱ5 месяцев назад

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

Фото профиля Zechen Zhang
Zechen Zhang5 месяцев назад

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

Фото профиля ᕼ ᐱ ᖇ Ƨ ᕼ ᐱ
ᕼ ᐱ ᖇ Ƨ ᕼ ᐱ5 месяцев назад

@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?

Фото профиля Zechen Zhang
Zechen Zhang5 месяцев назад

@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!

Фото профиля Howard
Howard5 месяцев назад

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

Фото профиля Zechen Zhang
Zechen Zhang5 месяцев назад

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

Фото профиля Ezana
Ezana5 месяцев назад

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

Фото профиля Zechen Zhang
Zechen Zhang5 месяцев назад

@orch_research thank you ❤️

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