PH热榜 | 2026-09-01

@Kilo Code is so back on @Product Hunt.

Four months ago, the team launched a new @VS Code extension. #1 Product of the Month, the community loved it.

Today, we’re shipping a native plugin for @JetBrains. Rebuilt from the ground up in Kotlin with Swift UI, designed for both local and remote dev, the plugin brings first-class AI coding assistance to IntelliJ IDEA, WebStorm, PyCharm, and other JetBrains IDEs: parallel agents, GitHub PRs and diffs inline, 500+ models...

View source code on GitHub: github.com/kilo-org/kilocode

Looking forward to seeing what you're building with @Kilo Code.

For me, the BYOK option is a valuable feature that giving developers greater control over their preferred models and API providers.

surprisingly good! i also like that it supports local models through Ollama and LM Studio. not everyone wants to rely only on hosted AI.

Are most of your users relying on local models or cloud-based setups?

I've bounced between three JetBrains IDEs this year and always missed proper AI tooling on Rider. Genuinely excited this exists now.

The isolated worktrees idea is clever for a reason people might overlook: it means I can let an agent experiment on a risky refactor while my main branch stays untouched. I've been burned before by agents making changes I couldn't cleanly roll back.

I like the idea of seeing PRs and diffs right inside the IDE. It should make checking AI changes much less annoying.

this looks especially helpful for larger changes where understanding the project structure is just as important as writting the code itself.

Really happy to ship Kilo for JetBrains today. JetBrains built the best IDEs in the world (I was part of the original IntelliJ IDEA team back in the day 🤓), and with @Kilo Code we're making them agentic powerhouses.

We move at Kilo speed and dogfood hard — we build the plugin with the plugin — so please try it and tell us what's broken or missing. Feedback goes straight into the next release.

Love that this is a fully native Kotlin rebuild rather than a webview wrapper, and running parallel agents in isolated worktrees is a genuinely smart touch for keeping real projects clean.

Native is the key word here. I've tried extensions that just wrap a web view inside JetBrains and they always feel bolted on.

The inline diff and PR review piece is what actually got my attention, not the AI part. I've reviewed plenty of PRs where the context-switching to GitHub's web UI broke my focus more than the review itself did.

I manage a small team split between PhpStorm and Rider and tool fragmentation has been a real headache. If this genuinely works the same way across both, that's not a nice-to-have for me, it's the actual reason I'd adopt it.

Inline GitHub PR review sounds small until you've spent an hour tab-switching between your editor and browser just to leave a comment. If this actually keeps me in Rider while reviewing, that alone is worth trying.

Open-source coding agents for JetBrains are still rare compared to VS Code's ecosystem. I'm rooting for this one to close that gap, RubyMine users have been underserved for way too long.

I switched from PyCharm to trying this out specifically because of the 500+ model support. Being locked into one provider always felt risky for my team's budget planning.

This is excellent! Been waiting for something like this for a long time!

How do you keep the agent aligned with the overall architecture instead of just solving individual tasks?

Congrats @jobrietbergen & team!

Thanks @fmerian for hunting another germ.

Native Kotlin instead of reusing the VS Code build is a good call. Does each agent worktree make IntelliJ index all over again?

Open source + BYOK = freedom to build your way

curious to see how well Kilo works with large codebases it has not seen before especially when planning new features.

How well does it handle agents needing different models for different tasks? For example, one model for planning and another for implementation could be useful.

Wao! you build an amazing platfoam, as i have used AI coding assistants before but the ability to work directly within a jetbrains IDE is a significant advantage.

JetBrains users finally get a native option instead of having to change their whole development environment. That makes this launch pretty interesting.

The truth is that it being entirely native and not another Electron-based extension makes a difference far more than people think it does. The JetBrains IDEs themselves are quite heavy to begin with.

The worktrees setup is what sold me. I can run two agents on separate branches without stashing changes every five minutes. That used to eat half my afternoon during bigger refactors…

I switched from VS Code extensions mainly because I’m in PyCharm all day. Having a native agent instead of a webview bolted on finally feels right.

Finally, Kilo for Jetbrains 🎉

Congrats on the launch @fmerian, looks very cool!

Hi Product Hunt, I'm Ray, cofounder of Computable.

What is the price of a GPU?

Nobody agrees. Every provider quotes a different number, and existing indexes are closed black boxes: a figure you are asked to trust without seeing the data, the method, or the code behind it. Despite being rented, resold, and financed at commodity scale, compute lacks the reference rate every mature commodity market has.

CGI is built to be that number, and to earn trust in the open rather than by authority. It is open data, open method, open code.

How it works: every 15 minutes we collect published on-demand rental rates from 28 providers. Each panel provider casts weighted votes at its price, and the index is an interquantile mean over those votes, not an average: only the central third of the vote mass is averaged. No small group of providers can drag the number from the tails.

The weights are systematically scored. Liveness weights measure whether a provider contributes new information to the price: a leave-one-out ridge regression scores whether each provider's recent moves anticipated the rest of the panel, and the weights recompute every observation. Every weight is floored and capped, and no weight requires a per-provider human decision.

The design rests on five properties: verifiable, reproducible, fault-tolerant, outlier-resistant, transparent. The data is verifiable, the method is transparent, the prints are reproducible via code, and the result is a robust price surviving data sources that disagree, err, or break.

Live today: H100, H200, B200, B300. The collector and the calculation are open source. Clone the repo and recompute any print since inception; you'll get the same number we published.

If you trade, rent, or finance compute, I'd love to hear what you want from a reference rate.

Congrats for your launch! I'm really interested in your CGI! Also, I have a tiny question: Could CGI eventually help teams compare the cost of training across GPU generations?

Publishing the methodology makes the index easier to trust.

Do you have a public roadmap for data coverage and developer tooling?

What I like most here is that you’re not just publishing another GPU price you’re showing exactly how the number is built.

GPU economic almost as important as model economic . An independent index for tracking the cost of compute feels very timely.

Really like the transparency behind this. Having a GPU price index where the methadology is reproducible makes it much more useful than just another pricing dashboard.

Congrats on the launch from the Signify team! 🚀

Tracking GPU pricing and performance across different providers is usually a mess, so having a clean benchmark index like CGI is a huge win for dev teams.

Upvoted, and hoping you guys hit the top of the leaderboard today! 🙌

Awesome to see confirmability built in from day one instead of bolted on later. what actually triggered the idea, did you run into this exact pricing problem directly while working on Computable?

Congrats @raysong What's been the hardest part of getting all 28 providers to agree on data quality and consistency? I'd imagine some are way messier to work with than others.

Congrats on shipping this @raysong
The interquantile mean approach is smart, trims the outlier providers without throwing away real signal like a plain median would.

Just curious if spot pricing is on the roadmap, or is CGI staying on demand only for now? Following this one for sure

The reproducibility aspect really sets this apart.

Nice, this is genuinely useful. GPU pricing has been a black box for so long, having an open-source benchmark like this makes it way easier! Are you planning to pull prices from just the big cloud providers, or also smaller GPU rental platforms to keep the index honest?

Using a weighted median instead of a simple average seems like an important design choice. I’d be interested to understand how the weights are calculated and how you prevent one large provider—or several unusually low listings—from having too much influence on the final number.

How frequently are provider prices collected?

Really interesting direction. What do you see as the first real use case for CGI — cloud procurement, compute financing, or eventually something closer to a tradable benchmark?

Would you consider showing a source-coverage indicator alongside each index value?

GPU compute is becoming a huge market.A reliable price index makes a lot of sense.

Great product! What originally motivated the team to build CGI?

Nice to see messy market data presented in a way that is easier to understand.

congrats on the launch, this is a good idea - GPU pricing has needed a neutral reference rate for a while. question: since the index is built from on-demand rates only, is there any plan to also track committed-use/reserved pricing? for a lot of teams the real decision isn't "what's the on-demand rate" but "is the reserved discount worth the commitment", and that gap seems like it'd need a second number entirely rather than fitting into the same index.

really cool concept and project. what are you thoughts on having a prediction of future prices as well?

Congrats on launching a super cool product. Awesome that you guys launched with open API access and an MCP!

Are historical observations available for download and independent analysis?

One of the providers stands out quite a lot. Is there a mistake here?

Congratulations on the launch!!

Good luck! @raysong @oliviazhao

One trustworthy reference for something this opaque feels overdue to me, and being able to check how it's put together is what would make me actually believe it.

Congratulations on the launch team! Loved the launch video!!! :)

Congrats on the launch! Do you include hyperscaler list prices in the provider panel?

Are you planning to expand beyond H100/H200/B200/B300 at some point, maybe older or more niche chips too?

Hey Product Hunt! Deepak here, co-founder of Creatium, back with @maria_wall_ball and @huntingforunicorns.

Ten months ago you made Creatium Studio #2 Product of the Day. Since then it's been used by learning and development teams throughout the industry. But, what if you want to learn skills and… just want a coach?

Great coaching has always carried a steep price tag, and it's been that way for centuries. Legend has it King Philip II of Macedonia rebuilt an entire razed city to get Aristotle to coach his son, a kid who'd go on to take the known world. You know him as Alexander the Great.

Centuries later ... coaching may not cost cities, but a good executive coach runs about $1K a month or so, which is why the people who'd benefit most from coaching mostly go without it.

.... until now.... 🥁

Meet Creatium Coach, a personal AI coach running a very old playbook, and yes, yours can literally be Aristotle.

• First, choose your world. The Lyceum, where a digitally recreated Aristotle coaches the way he did in Athens, and doesn't go easy on you. Or Pacifica, where the sun is out and the tone is warmer.

• Then, choose your goal. Your coach starts with questions, then builds the journey: simulations where you practice the actual skill, not trivia about the skill, plus 1-on-1 coaching to make it stick. Name the goal and it builds the reps, in a pedagogically sound sequence.

And it's tested. Our research team ran a randomized study on the pedagogy underneath Coach: it had an effect size of g = 0.48, against the 0.37 average the meta-analyses report for in-person tutoring programs. For people who are not education geeks, that means Creatium Coach is as impactful as in-person tutoring.

Coaching like this used to be locked inside palaces and corner offices. Now it's in your corner, $20/month, and Product Hunt gets 14 days free with code BEGREATPH

@maria_wall_ball, @huntingforunicorns ns and I are in the comments all day. Tell us what you want to be great at, see if your coach pushes you out of mid-zone.

It’s good to have some goals to chase in life. otherwise it gets boring.
But goals should be fun, and exciting. Something you actually want to aim for.

I have looked at 100s of courses over the years and I have done maybe 10% of them. At first I thought it was just me, but apparently almost everyone I talked to had the same problem.

What if, instead of taking another course, you had a goal that you really wanted to achieve and Aristotle to help you get there?

Someone who knows where you are, teaches you, challenges you and helps you to know what to do next.

The only place in the universe where Aristotle helps you to reach your goals.

Choose a goal. Go for it.

this feels more interesting than another AI course platform because the goal is not simply to give me more content. I like the idea of having something that actually challenges me to improve.

“Side effect may include domination" 😂. Jokes aside, replacing passive course consumption with actual practice is a really compelling direction.

Really like the concept. The biggest question for me is whether learner actually retain the skills after the sessions. Would love to see some of the outcome data behind the approach.

As someone who has received access to executive coaching from work, and paid for coaching on my own, I'm so excited we're making coaching accessible for the masses. This coach never forgets your last session, is always on time, and not only coaches, but teaches as well. Can't wait to hear what the world thinks!

This is such fun, and I actually learned something! My goal was to learn about project management, and Aristotle gave me some pretty good advice (not that I doubted him for a second!). I am curious, though: how does the coach handle users who aren't focused during the conversation or as engaged as they need to be?

Congratulations on launching! I am curious - what has been the most popular course area so far?

Love the feel of the platform. Very user friendly and intuitive. But I wonder if there is some way to track learning metrics?

If you're someone who loves to learn and loves to play, you're going to love Creatium Coach. You can enter Pacifica, where learning feels more relaxed and calm, or enter the Lyceum and learn with Aristotle as your coach. Speak with your coach, explore concepts through visuals and interactive assignments, all in real time.

Unlike a video course wrapped in a generic course interface, Creatium Coach feels much closer to actually being in a classroom, except the classroom is digital and the environment can be one you choose.

Take it for a spin, let us know what you think of it! :)

Loved the UI, really feels like an immersive experience.

The product looks amazing. I was astonished to see such high quality learning content being generated in such short time. I was able to create 5 goals with good quality of content within an hour. Besides, the overall coaching experience is very good particularly due to the interactive visuals, images and interactives. Moreover, I was able to personalize my learning experience in AI journey using Github connector.

Every learning platform you may have come across so far hands you a catalog. Someone else decided what's worth knowing, packaged it for the average person, and now you're clicking Next through forty slides about a version of the topic that isn't quite the one you wanted.

What actually works is having someone teach YOU. YOUR gaps, YOUR pace, the exact thing YOU'RE stuck on.

So with Creatium Coach you don't browse for a course. You say what you want to get better at and you get a coach that teaches that. It could be negotiating with one specific difficult client, could be the chemistry unit your kid is quietly struggling with. It quizzes you, argues with you, stays on it until you actually get it. Nothing is pre-baked, so there's no "close enough" course to settle for.

The thing I keep noticing is how easily people end up down a rabbit hole. You start with the one thing you needed and then a question leads to another question and you're somewhere you didn't plan to be. That used to be a bug in software. Here it's the best outcome you'd get.

Would love to hear what you'd point it at first. The more specific the better, that's what we build from.

$20 for coaching from Aristotle? That’s a steal 😄 Does he adapt his coaching style based on my performance, or does he stay true to Aristotle no matter what?

I've always wondered how I can go from mid to great and now I know! 🤓

Creatium's generative platform has made huge strides towards realizing Sam Altman's dream of a "personal tutor for everyone".

Their custom, personalized AI coaches adapt to the learner and use proven, pedagogical techniques to amplify the depth and speed of acquiring new knowledge. It makes it fun and engaging — while keeping the setup overhead low and discreet.

Give it a try for two weeks and see how much you can learn!

Congratulations on the launch team! I tried connecting my hubspot to learn about how I can make my sales call better….and I was surprised to see it knit pick all my deals and guide me better.

I've never seen a learning experience as immersive as this one.

Whether you have a clear goal set, or you're looking for one by exploring your curiosity, Coach build a path for you to get there and guides you through it.

The content accuracy, response speed, tone, and the multimedia that support each each step of the way, make the coaching not just easy to follow, but also to engage with and incorporate.

Even the ambiance plays a key role. I've always used calming YouTube videos in the background while studying, and Coach also offers that through different worlds, like Pacifica and the Lyceum. And more are coming soon!

So please try it and enjoy it. Let us know your thoughts and any questions.

To have a coach who goes through topics with you and explains everything in detail, where I can even stop and ask questions feels way better and much more personal than watching any of the online video courses. To be honest most of the time the focus gets broken when I have to keep looking up for things that I didn't understand properly, so it's much better that this coach handles it so well. I can see many people getting a lot out of having a coach like this on their side.

Just one question, If I connect my GitHub can I ask the coach to help me with a specific project or codebase and guide me through it?

Its really a new perspective to immersive learning with all the avatars, images, and on the fly graphics which the coach generates. Truly a multimedia experience.

Is there a way to make the coach learn more about me so I can customize my teaching experience for all sessions? Something like how memories work in AI agents?

I saw live how the makers of Creatium wanted to go from a creator must-have to a learner must-have. And they couldn't have got it more right. This is exactly what we need in an oversaturated market of AI learning tools. Congratulations! What a fun PH experience today for the community too, with Aristotle. (and if you're a Greek geek like me? You've hit the lottery!)

I have always been one of those who have preferred learning by watching videos or taking quizzes instead of learning through textbooks, so, this product COMPLETELY CHANGES that, even videos wont feel as interactive as they used to me from now on. All the folks who have done great in life always had a personal coach to get them there, and now, through the Coach, having a coach becomes accessible to everyone.

Loved the graphics, the different worlds and especially the ability to learn about anything easily, personalised to me and my pace.

Question:- when i use my connectors, will it specifically build my course taking context from the skills that i already have (picked from the connector data) and start from the mid-level to take me to being an expert?

This is something I personally feel can change the world! It has been a long time since coaching, tutoring, mentoring were things where someone knowledgeable is paid to guide you through a goal, which is very expensive and makes it difficult for everyone to have access to something that is world-class.

Seeing this product, I can say that we can now finally experience the same kind of support for almost anything we are trying to get better at. It can be learning to code, cooking something we always wanted to, building a business, improving a skill, or just figuring out what to do next.

It is amazing that we are now at a point where all of us can have a coach with us, helping us become better versions of ourselves.

I am excited to see how the same coach can teach my siblings about trigonometry, and help me get better at managing work with a toddler!

Tried the coach because the fantasy world it created with Aristotle intrigued me, but stayed for the live and interactive coaching. I’ve always been a learn-by-doing kind of person, and the live interactions, AI roleplays, and “Ask a Question” feature made the experience engaging and truly fun for me. It never felt like another video lecture or reading a document.

One thing that could have made the roleplays even better would be a brief overview beforehand. Having some context before jumping in would have helped me prepare better.

connected my github and it started coaching me on my actual repos, wasn't expecting that.
does it remember what i keep getting wrong across sessions?

I have always been a "learn-from-reading" kind of person and never had much interest in online courses since they usually feel targeted toward a general audience, but I can't say the same about this. This is actually interactive and adapts to the learner's pacing and depth of knowledge, much like being taught by an actual teacher.
Quick question: does it track what I get wrong across sessions so I can brush up on my weak spots later?

Hey! Congrats on the launch)
Most training tools just dump info on you and hope it sticks. If this coach actually role-plays tough scenarios with you instead of quizzing you after the fact, that's the part that'd make me stick around.

Does it call you out when you give a weak answer, or just let you move on?

Hey Product Hunt 👋 I'm Alan, CTO at Gauth.

For years, Gauth has helped students build real understanding by meeting them where they are and walking through the thinking behind any concept, step by step. But the more we dug into how students actually learn, the clearer something became to us. Most educational content isn't designed around the individual student and their specific needs, gaps and the way they prefer to learn.

That's what led us to build AI Course.

Education is still one-size-fits-all in most cases. You pick from what's available, move at someone else's pace, and hope it meets you where you are. With AI Course, instead of asking students to fit into a course, it builds a course around the student.

Type any topic. Pick your level. Get a full course including visual lessons, mindmaps, and built-in quizzes, designed specifically for you, in seconds.

What's different:

• 200+ AI math courses, covering every US high school topic from Algebra I through AP Calculus

• Active-recall quizzes built into the lessons, so you're not passively watching

• A built-in AI Tutor you can pause and ask mid-lesson, without losing your place

• Create your own course: type any topic, pick your level, and get a custom course in seconds

• Share courses with classmates, so any student can become a course creator

That last part is what we're most excited about. When a student builds a course to explain the Krebs cycle to their study group, they understand it differently than someone who just watched a lecture only. Structuring knowledge is itself a form of learning. We want every student to be capable of becoming a course creator too.

I'll be here all day. Ask me anything, or tell me what topic you'd build a course on first.

I love it, i think this tool is not only for learners but for teachers as well. The experience is quite fun with different formats of quizzes, it doesn't get boring :)))

back to school always reminds me how much math I forgot over the summer. having a full course I can pull up, work through at my own pace, and ask for help when I’m stuck is actually useful

I really like the ability to pause a lesson and ask the AI Tutor a question. That’s probably where a lot of students get stuck with traditional video courses.

I can't wait to share this with my niece, who is a visual learner.

What a creative idea, congrats on the launch! Is the next step learning math through AI-generated video games? :)

I like how simple and useful Gauth Ai is. I was able to use it to review for my class before the final and that was helpful.

Can’t wait to use this as I start my second year of college hopefully this will be a helpful tool!

This is so cool — turning any subject into an interactive course with visuals + active recall feels like a much better way to actually learn. Congrats on the launch! 🚀

What a great way to get students engaged in their content! I think the visuals will really help getting good grades and actually enjoying their hard work

the built-in quizzes inside each course module are lowkey the best part. testing yourself right after learning a topic is how it actually sticks.

Gauth has always been one of my favorite study tools in college. I’m very excited that they came out with an AI course! I think this will help me even further to better understand the assignments that my teachers don’t explain quite well.

Will definitely try this out for my senior year of college! Sometimes I have a hard time with lectures so I hope it can do a good job at breaking down complex subjects.

Can you share a generated course publicly? Thinking this could be useful for launching educational content alongside a product

Wow, that's a great app for my little brother! Would love to know: how does it handle courses on topics that change fast, like tech or news? Does it update the content or does it go stale?

Tried this out and generated a course on Philippine history, it was actually more entertaining (and educational) than I expected. As a visual learner the interactive format works great for me. I can't wait to try this with my son when he gets older 😃

Question for @alan_wang13: First off, congrats on the launch! How does the course structure adapt when the topic isn't part of a standard curriculum? Philippine history isn't a US high school subject, but the course still came out well organized. Curious what's happening under the hood.

Beautifull product I really love the UX

Tried this out with my college coursework and it was super helpful. Will be a great resource for many others.

I like the idea of AI tutoring more when it’s connected to an actual course. There’s more structure than just opening a chatbot and hoping you ask the right question.

This is probably the most useful AI has ever been in the past 6 years, this is actually crazy. This might be a great way to help me study 😭

@alan_wang13 congratulations for the launch. I'm using Gauth AI since the last couple of weeks, and this is one of my favorite tools.

This is sick! What use cases are most popular at the platform right now? Congrats!

this app helps me a lot as a student and it works well when I need it

Congrats on your launch. How customizable are the courses?

I’m a parent and definitely don’t remember enough algebra to help with homework anymore 😅 Could I generate a lesson based on the exact topic my kid is learning?

Very interesting creation. Can you briefly introduce the main feature and uniqueness of it?

Hey Product Hunt - the Sider team here 👋

Most websites are built once, for everyone. But the way we read, watch, research, and work is personal. We think the web should be, too.

So we built Sider Code.

Rather than build a new website, reshape the sites you already use. Describe what to change. Sider Code understands the page, writes and applies code, turning your words into a working feature you can save and control.

You can reshape information, remove what you don't need, or add capabilities the site never had - without writing code.

That could mean turning a comment section into a map of the debate, making difficult terms explain themselves on hover, removing an entire content format you never want to see, or rebuilding a scattered thread as a focused article with its own navigation.

These aren't templates you have to choose from. They point to a broader idea: the website in front of you should be something you can shape.

Each feature can be saved for your next visit and switched off or on whenever you want. It becomes part of how that website works for you, while remaining under your control.

🎁 For the next three days, Sider Code is free for everyone. 

  What's one website you use often but wish worked differently - and what would you change?

  Your words. Your web.

Now that's a cool idea. Can you remove the ads with that? :D

my first test would probably be a site I use every day but constantly find myself working around. Those small daily frustrations seem like the perfect use case for this.

Haha, I've always wanted to make a plugin to block AI slop posts on social media. Good thing I hadn't done it yet — your feature completely achieves my goal. Definitely trying this, it's amazing.

This is such a cool use of AI being able to reshape any website with simple words is a game changer!

Congrats on the launch

That is so cool! Now I don't have to strain my eyes reading long paragraphs.

Congrats on the launch! Can’t wait to try it!

pretty cool - what's the number one blocker you can't do right now that you're working towards doing in the future that you think would be the next biggest unlock?

Congratulations on the Launch!

Very interesting! Good luck guys!

@joel_sider Love everything about the customization! =)
Congrats on the launch!

I love the idea of making the web adapt to my workflow instead of constantly adapting myself to every website. Things like cleaning up comment sections, removing unwanted content, and changing layouts could save a surprising amount of time.

Congrats on the launch! how does it handle the more complex changes across different types of websites ?

the adblock reply to sergei is what made it click for me. sites change their markup all the time tho so does a saved feature get rebuilt each visit or is the code frozen? asking bcoz it would break silently

This is a compelling way to make the web adapt to individual workflows without requiring users to write code. I’m curious how saved features handle website updates. If the page structure changes, does Sider Code automatically rebuild the customization or prompt the user to update it?

Very interesting feature!!! I've used it to create a PIP feature for my YouTube. That's great!

This is pretty effective. Zero effort to do something.

reshaping instead of building new is such an obvious idea in hindsight. Although curious if it holds up on sites that actively try to block scripts messing with them

Does it automatically adapt or do users need to recreate their customizations?

Congrats @rick_fan & team!. It looks promising :)

let's gooooo joseph! fresh approach

Great platform, pricing and people! Been using it for the past month after moving over from openrouter 👍🏻

Congrats on the launch, Joseph! 🚀

Congratulations on the launch!

What happens when a Confidential route fails over? Does it stay attested, or can it land on a normal provider?
Nice launch by the way.

Competition is always, mostly, good for the consumer. I'm a happy openrouter customer and I get the switch the base URL one line temptation. What's not clear to me is the APIs available to get the logs, routing, etc. for my auditing. I may have missed it in the documentation. I applaud this effort. Well done.

I've been hearing the privacy/confidentiality/anonymity pitch a lot in this space and I'm a little confused what different platforms mean by it. Can you help me understand how y'all compare vs OpenRouter & Venice? Seems like pricing is the same, but how you talk about privacy isn't.

@_joseph_perla_ End to end encryption means you can't see prompts or completions, which is the point, but it also takes away the logs I'd normally reach for when a response comes back wrong. What does debugging a bad request look like on your side?

amazing product!

I love it because it shows release health across builds AND updates. When you ship with Expo, you can't just rely on tracking the performance of version 1.9.2 in the app store, you need to know which update a user is on as well. Observe handles it gracefully and is purpose built for RN+Expo from tip to tail.

so it's like Sentry but optimized for Expo mobile apps?

i need this so bad!

this is a really charming idea, most notch apps feel like they're competing for the same real estate you're trying to ignore. curious about the case where there's no notch to live in - external monitor only, lid closed. does the creature just not exist at all in that setup, or does it try to find a home somewhere else on the external display?

My notch is where menu bar icons go to die, I have lost two to it. Does the creature get in the way of what is already up there?

The “body language is the interface” part is probably the most interesting thing here.

I’d be curious what happens when several states compete at once , low battery, timer finished, agent waiting, Wi-Fi dropping, etc.

How do you decide which reaction gets priority without making the creature confusing?

Congratulations on the launch @ravindra_sisodia1 ! I tried it out and it's very cool. A couple of areas of improvement:

• I am not being able to drop more than one file

• When I want to remove the one file that it's accepting, the "cross" button flickers and it's hard to get it right the first time.
  

Agreed with Gal's word: this is very charming! Reminds me of Tamagotchi x the Microsoft Paperclip character.

And don't forget, you can maybe win 1000$ worth of claude credits 👀👀

I'm curious where you're finding this most useful. Is it for intentional pair programming, or just collabing on the same code base with agents? Or, sometimes I set multiple agents to work on the same repo simultaneously and don't want them to conflict either.

Seeing each other's cursors and terminals live sounds great, although does that get overwhelming once you've got like 4/5 agents all moving around the same workspace at once?

Great!!
That would definitely be useful since I work with Claude Code and Codex at the same time.

cool that you added in the keeping the laptop open as well

Building a reliable shared workspace for multiple developers and coding agents is a difficult problem. How does file claiming recover if an agent crashes or disconnects before releasing a file? Is there a timeout or manual override to prevent the file from remaining locked?

Rebuilding the whole thing after the first launch broke it, at 19. That is not a small thing. Congrats.
File claiming caught my eye. If an agent claims a file and then dies, who lets go?

Hi everyone!

Putting a literal mechanical gimbal inside a phone is a crazy structural idea. We thought about this almost a decade ago when making handheld gimbals for smartphones, but it never got much further than the thought.

But today, HONOR actually did it!

They fit a 4-DoF titanium gimbal system into a 9.6mm phone body. The main camera physically moves to stabilize and track subjects, can pull off 90° and 180° spin shots, and even moves like a little head in YOYO Robot Mode.

Once a camera can move on its own, the gimbal stops being just a stabilization tool. It gives the phone a tiny bit of a body.

And somehow they fit all of this into a phone you can actually buy.

This is amazing!

Half my local library is in formats my TV refuses, so I convert a lot. Does it transcode on the fly or does the file need to be right already?

Merging notebooks is the one I would come for. That alone makes v2 feel different from v1.
How does a merge work underneath? Re-upload the sources, or copy the notebook state?
Well done on shipping it.

Can you handle multiple languages?

Congrats on the launch! Neat that I was able to sign up and try it out without having to put a credit card in. Do you share which models you use, or it a custom model?

Congratulations on the launch @kolchinski ! Is observability built into the system?

🔥🔥🔥

using it for our internal operations! awesome product from an awesome team!

Surprised to discover something i never knew i needed :))) definitely gonna use your free trial. It is so simple to forward the content to mail

Alibaba just entered the AI music race.

HappyShrimp is its new AI music generator that turns a feeling, story, or simple idea into a complete song — lyrics, melody, arrangement, and vocals.

You can also bring your own lyrics, create instrumentals, and give it more detailed musical direction.

With @Suno and @udio pushing AI music forward so quickly, I'm very curious to see what Alibaba brings to the space.

Generating a whole song is the easy half. What decides whether anyone uses this weekly is whether I can redo the second chorus without the first one coming back different, because most tools reroll the entire track and you lose the take you liked. We hit exactly this wall on the video side, and it's the main reason people stop after three attempts rather than any quality complaint. Holding everything still while it redoes eight bars is the harder feature and the one worth leading with.

the harder question for me isn't the quality of the output, it's what you can actually do with it afterward. Suno and Udio have both been sued over training data, and a company the size of Alibaba entering this space makes me wonder about the commercial rights story here - can a generated song actually be distributed/monetized, or is this positioned as a personal/experimentation tool only?

Terrific product! Stumbled upon it on Reddit, and it became my daily driver almost immediately, its evident Enes has felt the pain of running 10+ terminal sessions on Claude Cli across multiple projects :)

Highly recommend it! Reduces the cognitive load of juggling between the agents, and does it beautifully visually.

Loving the app - been through every terminal multiplexer out there and this one finally gets it.

Can't wait for Windows/WSL so I can drop Windows Terminal with 10 tabs open.

Will you be supporting Omarchy too?

Been using this for a while, my favorite app right now.

I've been using a more cumbersome solution for this. This looks like the lightweight version I was looking for.

Anything related to education always has my support! :)

Hi Product Hunt!

Japanese has over 1,000 words that look and sound like English but mean something else here. コンセント (consent) is a power outlet. カンニング (cunning) means cheating on a test. These words trip up learners of Japanese, and they trip up Japanese people speaking English just as badly.

WaseiGo teaches each one with a short illustrated dialogue, native audio, and a quiz that makes you guess before it tells you. The first 50 words are free, the rest is a one-time purchase. No subscription, no ads.

If a wasei-eigo word has ever tricked you, tell me which one. I read every comment.

Hey Product Hunt! Tony here, CEO of Cosmic.

Our Agents have been managing content for a while now. They model your content types, write and publish objects, and keep a site's copy current. That worked, but it was always half the job. Publishing a page does nothing if nobody deploys it, no one measures it, and the customer never gets the email.

The thing that changed is that almost every vendor now ships an official MCP server. Stripe, GitHub, Cloudflare, Render, PostHog, Linear, Resend. So today we're launching Agent Plugins.

What a plugin is: a vendor's official remote MCP server, the skills for using it, and a slot for the token that authorizes it. You install it on one Agent and that Agent can now work inside that vendor's product.

Why the MCP part matters: an agent that has read about an API is not the same as an agent connected to one. Training data is a snapshot. Endpoints move, parameters change, and the model fills the gaps with confident guesses. That is how you get work that looks right and fails on contact. The vendor's MCP server publishes the actual tools, keeps the schemas current, and ships skills explaining how those tools go together. Your Agent works from the vendor's definition of its product instead of a recollection of it.

Connecting is a token. Open the Agent, go to Settings, Tools, Add plugin, paste the key. No JSON config, nothing running locally.

What that unlocks: the same Agent that writes your product pages can check a subscription in Stripe, deploy the site on Render, purge the cache at Cloudflare, ship a feature flag in PostHog, and send the email through Resend. Content management, ecommerce, deployment, communication, and analytics, from one Agent using each vendor's real tools.

Each plugin lives on one Agent, so its token stays there. Since Cosmic Agents can communicate with each other, other agents can ask that Agent for the work and get the answer in conversation.

Seven vendors are live today, and the catalog grows as more ship remotes. Any service with an exposed MCP endpoint can become a Cosmic plugin.

Browse the catalog: https://www.cosmicjs.com/marketplace/plugins

Which service would you connect your Agents to first? What service would you like to add?

Tony

Update: we just added OAuth connections with Linear, Cloudflare, Notion, and more! Check it out https://www.cosmicjs.com/marketplace/plugins