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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 Aufrufe • vor 5 Monaten •via X (Twitter)

78 Kommentare

Profilbild von Zechen Zhang
Zechen Zhangvor 5 Monaten

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.

Profilbild von Zechen Zhang
Zechen Zhangvor 5 Monaten

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.

Profilbild von Zechen Zhang
Zechen Zhangvor 5 Monaten

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.

Profilbild von Zechen Zhang
Zechen Zhangvor 5 Monaten

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 🔭

Profilbild von Zechen Zhang
Zechen Zhangvor 5 Monaten

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

Profilbild von Zechen Zhang
Zechen Zhangvor 5 Monaten

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 👇

Profilbild von Sharat
Sharatvor 5 Monaten

@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

Profilbild von Zechen Zhang
Zechen Zhangvor 5 Monaten

@orch_research thank you for the kind words!

Profilbild von Delta
Deltavor 5 Monaten

@orch_research Congrats, Zechen!!

Profilbild von Zechen Zhang
Zechen Zhangvor 5 Monaten

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

Profilbild von Nad
Nadvor 5 Monaten

@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.

Profilbild von Zechen Zhang
Zechen Zhangvor 5 Monaten

@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

Profilbild von c_Up1d
c_Up1dvor 5 Monaten

@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.

Profilbild von Zechen Zhang
Zechen Zhangvor 5 Monaten

@orch_research Thank you for the support!! 🙏

Profilbild von Jasnowidz
Jasnowidzvor 5 Monaten

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

Profilbild von Zechen Zhang
Zechen Zhangvor 5 Monaten

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

Profilbild von Jasnowidz
Jasnowidzvor 5 Monaten

@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

Profilbild von Zechen Zhang
Zechen Zhangvor 5 Monaten

@orch_research 🔥🔥

Profilbild von .
.vor 5 Monaten

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

Profilbild von Zechen Zhang
Zechen Zhangvor 5 Monaten

@kyuxloll @orch_research open to discussion!

Profilbild von wuzhongze
wuzhongzevor 5 Monaten

@orch_research Very useful product!

Profilbild von Zechen Zhang
Zechen Zhangvor 5 Monaten

@orch_research Thank you!

Profilbild von tamhn
tamhnvor 5 Monaten

@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.

Profilbild von Zechen Zhang
Zechen Zhangvor 5 Monaten

@orch_research Wow great minds think alike

Profilbild von Shubhanshu Khatana
Shubhanshu Khatanavor 5 Monaten

@dhruvtrehan9 @orch_research this is great

Profilbild von Zechen Zhang
Zechen Zhangvor 5 Monaten

@dhruvtrehan9 @orch_research thank you!

Profilbild von alli
allivor 5 Monaten

@orch_research Let’s goooo!!!

Profilbild von Ao Fu
Ao Fuvor 5 Monaten

@orch_research Great work!!! This is huge.

Profilbild von Zechen Zhang
Zechen Zhangvor 5 Monaten

@orch_research Thank you!

Profilbild von amber shen
amber shenvor 5 Monaten

@orch_research Awesome work!

Profilbild von Zechen Zhang
Zechen Zhangvor 5 Monaten

@orch_research 🙏

Profilbild von 罗杰斯
罗杰斯vor 5 Monaten

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

Profilbild von Zechen Zhang
Zechen Zhangvor 5 Monaten

@orch_research Haha that's a better word

Profilbild von gootecks
gootecksvor 5 Monaten

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

Profilbild von Zechen Zhang
Zechen Zhangvor 5 Monaten

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

Profilbild von Vahisht Tamboli
Vahisht Tambolivor 5 Monaten

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

Profilbild von Zechen Zhang
Zechen Zhangvor 5 Monaten

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

Profilbild von Tanmay
Tanmayvor 5 Monaten

@orch_research Ofcourse the demo starts with continual learning lol

Profilbild von Zechen Zhang
Zechen Zhangvor 5 Monaten

@orch_research good eye. that's intentional demo 🦞

Profilbild von Morteza Hosseini
Morteza Hosseinivor 5 Monaten

@orch_research Cool

Profilbild von Zechen Zhang
Zechen Zhangvor 5 Monaten

@orch_research 🔥

Profilbild von Alexander Johonnuson, Founder & CEO
Alexander Johonnuson, Founder & CEOvor 5 Monaten

@orch_research Congrats.

Profilbild von Zechen Zhang
Zechen Zhangvor 5 Monaten

@orch_research 🙏

Profilbild von Sovren Software
Sovren Softwarevor 5 Monaten

@orch_research This reshapes how researchers work day to day

Profilbild von Zechen Zhang
Zechen Zhangvor 5 Monaten

@orch_research Try it out!

Profilbild von Abhishek Shankar
Abhishek Shankarvor 5 Monaten

@orch_research can i try this?

Profilbild von Zechen Zhang
Zechen Zhangvor 5 Monaten

@orch_research yeah it's open in public beta

Profilbild von λux
λuxvor 5 Monaten

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

Profilbild von Zechen Zhang
Zechen Zhangvor 5 Monaten

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

Profilbild von Erick Holz
Erick Holzvor 5 Monaten

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

Profilbild von Zechen Zhang
Zechen Zhangvor 5 Monaten

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

Profilbild von Erick Holz
Erick Holzvor 5 Monaten

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

Profilbild von Pablo Pablo
Pablo Pablovor 5 Monaten

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

Profilbild von Zechen Zhang
Zechen Zhangvor 5 Monaten

@orch_research Agree 💯

Profilbild von Sinuhet
Sinuhetvor 5 Monaten

@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.

Profilbild von Zechen Zhang
Zechen Zhangvor 5 Monaten

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

Profilbild von Sinuhet
Sinuhetvor 5 Monaten

@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!

Profilbild von Xiaohu Zhu ⏹️ CSAGI
Xiaohu Zhu ⏹️ CSAGIvor 5 Monaten

@orch_research Cool.

Profilbild von Zechen Zhang
Zechen Zhangvor 5 Monaten

@orch_research thank you 🙏

Profilbild von Harsh
Harshvor 5 Monaten

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

Profilbild von Zechen Zhang
Zechen Zhangvor 5 Monaten

@orch_research Let me know!

Profilbild von Junyuan "Jason" Hong
Junyuan "Jason" Hongvor 5 Monaten

@orch_research Indeed useful!

Profilbild von Renat Lotfullin
Renat Lotfullinvor 5 Monaten

@orch_research will it be free or paid plans coming?

Profilbild von Zechen Zhang
Zechen Zhangvor 5 Monaten

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

Profilbild von Victor Trades 📈
Victor Trades 📈vor 5 Monaten

@orch_research Is this only for AI/ML research?

Profilbild von Zechen Zhang
Zechen Zhangvor 5 Monaten

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

Profilbild von Pochi
Pochivor 5 Monaten

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

Profilbild von Zechen Zhang
Zechen Zhangvor 5 Monaten

@orch_research exactly

Profilbild von ᕼ ᐱ ᖇ Ƨ ᕼ ᐱ
ᕼ ᐱ ᖇ Ƨ ᕼ ᐱvor 5 Monaten

@orch_research Sounds amazing but might wanna check your auth setup

Profilbild von Zechen Zhang
Zechen Zhangvor 5 Monaten

@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?

Profilbild von ᕼ ᐱ ᖇ Ƨ ᕼ ᐱ
ᕼ ᐱ ᖇ Ƨ ᕼ ᐱvor 5 Monaten

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

Profilbild von Zechen Zhang
Zechen Zhangvor 5 Monaten

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

Profilbild von ᕼ ᐱ ᖇ Ƨ ᕼ ᐱ
ᕼ ᐱ ᖇ Ƨ ᕼ ᐱvor 5 Monaten

@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?

Profilbild von Zechen Zhang
Zechen Zhangvor 5 Monaten

@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!

Profilbild von Howard
Howardvor 5 Monaten

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

Profilbild von Zechen Zhang
Zechen Zhangvor 5 Monaten

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

Profilbild von Ezana
Ezanavor 5 Monaten

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

Profilbild von Zechen Zhang
Zechen Zhangvor 5 Monaten

@orch_research thank you ❤️

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