PH热榜 | 2025-12-10

Have you considered launching for mobile app? like iOS, if I could carry it around in my pocket, that whould be absolutely perfect for me.

Congrats on the launch!

A friend was literally searching for something visual but simple for managing their week. this fits their style perfectly, so I’m definitely sending it their way.

This UI is so clean but still fun! Can users customize colors/themes? Would love to match it to my workspace aesthetic 🌈

Does it just suggest reordering tasks, or it also help you prioritize?

Ok this actually looks cool. I’ve tried like 50 todo apps lol

what makes your AI “tidy up” smarter than other tools? Is it just moving tasks or deeper logic?

Love this indie vibe and the personality of the product.
Does the booking page auto-generate tasks with tags? That could be super helpful for campaigns.

congrats!!! looks awesoooomee!!!

It looked pretty simple at first glance. AI makes the difference, though. It might be fun using it.

congratulations on the launch

Just a quick note: the personality of the app stands out in best way, though I wish the week view had a slightly bigger glance section for busy days.

The 'Cursor for To-do' hook got me immediately. I practically live in Cursor these days so if the UX vibes match, I am sold.

Quick question on the AI rewriting, does it handle custom shorthand or acronyms well? Most AI tools try to 'correct' my dev notes into normal English which drives me crazy. Congrats on the launch!

Love the combo of Cursor's smarts with calendar + todo management. The AI planning angle is what's missing from most task apps.

How does it handle team collaboration? Can you share task planning across teams? Also, does it integrate with existing calendars like Google Calendar?

Very cool concept! 🚀

In there, but, where do I get things done?

This looks really useful! How does AI decide which tasks to prioritize first?

Nice product, guys
It’s something that people with ADHD (myself included) really lack
When even choosing what daily task to do next becomes mentally exhausting – your tool could be really useful

that's great. The dashboard is a bit heavy, but I like it.
The presentation video however is useless.

Going to use some info to make ActorDo better.

Congrats! Love the AI-built-into-core approach vs bolted-on.

How does the AI handle context when tidying up? Does it see the full week

or work task-by-task?

Upvoted

SnapTodo looks awesome! Love the AI tidying feature for chaotic weeks. How does the friend-only sharing work with recurring tasks?

I have tried using the initial version. I really like the idea, but the UI needs a little bit help from my experience. When dragging to another day on dark theme, the background shows red. Now intuitively red usually means there is a conflict, and I can not schedule it. Also, it would be great if the chat could reschedule or move to different date or time. Right now it is failing to do that. It generates a great overview of tasks for the day. Small things. I like the overall idea. Great job!

This is so good. Exactly what I needed.

Superb and useful. If i could change the view to 7 days calendar, it would be great!

Hey Product Hunt! 👋 Philip here from Incredible, a small (but dedicated) 11-person team from Sweden.

We've spent the last 4 years obsessed with one problem: why don't AI agents actually work?

... They hallucinate. They forget what they're doing halfway through. They loop forever. They fail silently. Everyone building with AI agents hits these walls eventually.

We hit them 14 times... across 14 different AI products... since 2021...

Each one taught us something about what breaks. Eventually we stopped patching at the product level and started building the foundational layer that handles all of it.

That became Agent MAX.

Introducing: Deep Work AI Agents — powered by Agent MAX

AI agents that can actually run on their own & are purpose built for autonomous tasks. Without breaking.

Here's what Agent MAX solves:

• Near-zero hallucinations: Function calls use real data, not made-up parameters (maps in data)

• 100x memory: Deep context compression so agents don't forget the goal mid-task

• Anti-loop: Stuck detection (no more infinite retries or loops that burn money)

• Self-healing: Automatic error recovery without restarts + very cheap

• 90% cheaper: Context engineering + better representations for model to interact with data & actions

What our early users are doing:

• 📊 Processing entire CRM databases — deduplication, enrichment, updates across thousands of records

• 📧 Running email workflows that used to take 3 hours/day, now passive

• 🔄 Syncing complex data across tools without babysitting

• 📈 Generating reports from live data pulls across multiple systems

There's hundreds of integrations built in. Google Workspace, Notion, Salesforce, Slack, Linear, HubSpot... more coming.

We don't have billions in funding. We're just an 11-person team in Jönköping, Sweden who've been grinding in the basement on this for 4 years.

🚀 Try it: incredible.one

🎁 Product Hunt exclusive: 90% off Pro for 3 months — first 100 users only. Code: PRODUCTHUNT90 (expires Friday 12th)

For developers: Incredible API gives you access to our Agentic AI models, and Agent MAX is in waitlisted early access, will soon be available for all as a research preview. - visit: docs.incredible.one

—

The entire Incredible team is here today — ask us anything! We'd love to hear your feedback.

Philip, Emil, David, Manas, Anika, Nikola, Fredric, Yesith, Abhinav, Suvi, Krrish

What repetitive work would you want agents to handle? Drop your use case! - we're building starter agents based on what people actually need.

💬 Join our Discord for direct support & ideas: https://discord.com/invite/pNmdkxgBe2

Tack! 🇸🇪

Excited to see what you create! Here's my most recent one:

Congratulation @philip_alm_at_incredible This is what every operations team wants: agents that don’t break.

Amazing work by an Incredible team! 👌🏻

Congrats on this milestone. Keep up the great work!

support from your follower on LinkedIn!

Congratulations on the launch 🎉 🎉

This IS incredible! made my first AI AGent without a hitch. THE most user-friendly expeince I've every seen in an AI Agent tool. (No disclaimer, PH friends; I do not know these people; I'm just genuinely excited about this!)

great product-great team, congrats

Agent MAX represents a significant move toward compliance-ready automation, its reductions in hallucination, structured task execution, and enhanced traceability push autonomous agents toward the level of reliability and auditability modern legal and operational frameworks demand.

Many congratulations on the launch @philip_alm_at_incredible and the entire @Incredible team!

Impressive approach. Most agent tools avoid the core reliability problems but Agent MAX seems to tackle them head on. One question. How does Agent MAX handle inconsistent or partial API responses during long runs.

Looking forward to trying it.

Amazing work, team! Agent MAX feels like a tool that will actually change how people work with AI agents.

Congrats! Curious how your anti-loop/self-healing behaves in multi-step workflows (e.g., CRM dedupe >enrich > sync). Do you detect loops per tool call or at the task graph level, and how do you avoid retries that silently mutate data twice?

Self-healing sounds like magic. Does it just retry failed tasks, or can it actually fix the issue on its own?

for teams dealing with sensitive data. How does Incredible handle data security and permissions across all those integrations?

looks great, congratulations to the team!

I just tried Incredible and the workflow is surprisingly smooth. Building an agent takes almost no effort. Really nice work from the team 👏

We just added Community to the platform, so go and share your agents with others 😊

Here's the link -> https://www.incredible.one/community

Let's see who can get the most upvotes by the end of the day

The 'stuck detection' feature is honestly my favorite part. Nothing hurts more than checking your logs and seeing an agent burned through credits because it kept retrying a failed step all night. Quick question though, when it recovers from a loop, does it keep the full context history or does it summarize to save tokens? We handle massive documents at SquarePact, so I know how tricky that memory management is to get right.

The top three creators who have published their Agents in the community!

I love that a small 11-person team built this. It makes me hopeful for other scrappy startups solving big problems.

how about cost?

Great user experience and product! Definitely, it makes a huge difference. Great job, Team Incredible!

Wow, Incredible sounds amazing! Love the promise of near-zero hallucinations, thats a game changer. How do you handle complex integrations with legacy systems given the 100x memory?

Killer launch @chrismessina @philip_alm_at_incredible @yesith_thomas_official @manas_ojha_incredible what does the pricing look like at an API / Production level? curious what baseline LLM this is built on (if multiple we'd love to know)

Does Agents sleep? - Never! Just curious - what are most suitable tasks for Incredible where it could perform the best?

This hits different. Actual autonomous agents that don't hallucinate could be a game changer for enterprise ops. Most tools just chat, you're building actual workers.

Key q - how does this handle context for domain-specific tasks like ITSM or customer support? Can you train on proprietary data? Also, how reliable is the task completion rate in production?

Very interesting! 🚀

Agents that don’t forget, don’t hallucinate, and don’t loop is a game-changer. Excited to try this out!

👋 Hey everyone,

I’m Kevin, the founder of HERO.

Thank you so much for checking out our launch today. We built HERO because serious work deserves better tools than paper-based documents built with word processors built in the 90s.

If your team works on contracts, policies, SOPs, technical specs, or any structured, formal documents, you know the pain:

• information buried across multiple files, sections, exhibits, etc.

• repeated copy-pasting

• outdated definitions

• impossible cross-referencing

• version chaos

• hours wasted searching for the right clause, number, term, or page

HERO solves this by combining the flexibility of text, the structure of a database, and the power of live integrations, all inside one collaborative workspace.

Everything becomes interconnected: sections → definitions → clauses → data variables → linked documents → live values .. And the search is instant, whether you have 10 or 10,000 documents.

With HERO, you save ~2 hours per day (every day):

• No more digging for past clauses

• No more re-entering data in multiple documents

• No more checking if a definition was updated in all files

• No more manually coordinating versions

• No more rewriting work that already exists somewhere else

• No more switching between Word, PDFs, spreadsheets, emails, and shared drives just to complete one task

When all your structured documents share the same definitions, data, and references and they update everywhere automatically, the time savings compound fast.

If you work in legal, operations, compliance, engineering, or any document-heavy field, HERO gives your team back 10 hours a week you’re currently losing to admin and document chasing.

We’ve poured a lot of heart, honesty, and hard lessons into building this.

Would love your feedback, questions, or just to hear how your team currently handles this kind of work.

Thanks for being here, it means a lot.

Kevin

Thanks @kevin_touati Finally a workspace built for formal, structured documents - not just notes and wikis. HERO feels like what legal and ops teams have needed for years.

Congrats on launching. For teams that already use Confluence + Git for technical documentation. Does HERO integrate or does it replace those entirely?

Very cool product, love the landing page and the big "2 hours" text 😉.
I'm Arnau from team Tiptap. I see Tiptap was used to build HERO. Please reach out to us if there is anything we can improve in Tiptap to help you build your product.

Not to be the downer here, but I’m trying to understand the real differentiation from Notion and internal databases. Is the magic mostly in automated cross-referencing or is there more that I may be missing?

I tested a few technical specs and everything synced smoothly without breaking the structure

Bringing a structured, interconnected workspace to formal business documents is a brilliant step forward. Excited to see how teams leverage this to create faster, clearer, and more efficient workflows. Wishing you an amazing launch day and continued success.

I like the concept, but our biggest issue with Notion-style tools has been performance and permissions at scale. How does HERO avoid slowdowns when dealing with really heavy docs (like 200+ page specs)? And do you support granular access controls per section?

Can we import existing Word/PDF docs and auto-extract definitions/sections?

Wow, HERO looks amazing! The interconnected document feature for SOPs especially got my attention. How does the dynamic linking handle version control when sections are updated in different files?

The pitch on 'Notion for formal docs' is solid. Notion always starts lagging for us once we pass the 50-page mark on technical specs. Curious about the underlying editor engine though, is this built on something like Prosemirror/TipTap, or did you roll a custom renderer to handle the cross-referencing logic? We deal with massive docs at SquarePact so performance on long-form text is usually the first thing I test. Congrats on the launch!

Clean product. The structured document + database combo solves real pain for legal/compliance teams who are stuck in Word or Google Docs.

Q: Does it support AI-powered content generation for sections? Like auto-generating SOPs from templates? Also curious about version control and approval workflows.

Looking solid! 🚀

This could save our team so much time! Does it track version history like Git?

Loved it, Kevin! Absolutely agree on this, we deserve better tools cause we need to also enjoy the process, no only the goal. Wish you all the best here!

Feels like the grown-up Notion I wished I had for contracts. My ops brain is tired of 'final_final_v3'. Linking defs across docs is the bit that stands out. How do you handle redlines with external folks who won't switch tools?

How does HERO handle versioning and collaboration conflicts when multiple people edit the same doc? Best wishes to the team

Congratulations. And happy product launch.

HERO brings together text, databases, and integrations into one powerful workspace for managing structured documents like contracts, specs, and policies. How do you see a tool like this changing the way your team collaborates on complex projects?

👋 Hello Product Hunt!

We are thrilled to introduce Anytype: a safe haven for digital collaboration.

Imagine if Notion, Slack, and Obsidian had a baby… and that baby immediately declared independence, moved to the woods, and started writing philosophy. That’s us.

Anytype is a local-first, end-to-end encrypted hub for deep thought, chaotic teamwork, and everything in between.

🌱 Why we built this

We believe everyone deserves digital independence:

• Autonomy: No cloud dependencies. Your data, your rules.

• Availability: Works offline (tunnels, planes, and hills with zero signal).

• Adaptability: Pages, chats, and lists form an extendable system, not a folder maze.

🧭 What you can do

• Write & Organize: Pages, tables, kanban, calendars.

• Chat in Context: Real-time messaging linked to docs. No more Slack-tab roulette.

• Run Anywhere: macOS, Windows, Linux, iOS, Android.

🧱 For Devs & Power Users

• API + Dev Portal: Build extensions, automations and agents.

• MCP Protocol: Secure contextual access for background processes.

• No Lock-in: Source-available code, portable data, easy export.

⚠️ The Beta Disclaimer

Let’s keep it real: it’s buggy, quirky, sometimes wild.

But it will never spy on you — and that already makes it different.

Tell us: What’s the one feature that would make you switch to Anytype?

We’ll be in the comments all day.

Huge congrats to the team on shipping this! 🚀

This launch is the result of months of hard work and countless contributions from everyone involved — engineers, designers, and our amazing community members who've been testing and giving feedback along the way.

Don't miss out: grab a membership with our special 50% off launch discount!

Congratulations on this launch.

I have been following the Anytype project for a while and using it on and off, and the app has really improved in the last few months.

What I am missing today is more robust task management, with rollups and automatic backlinks. I was thinking about this yesterday when I saw the great task update from Capacities.

Otherwise, it's more overall quality-of-life features that I would like to see, like a better delete option when we want to remove a page with a lot of embedded content.

Keep up the good work!

I’ve been using Anytype for over 3 years. I believe deeply in digital sovereignty and the huge shift we’ve seen over the last few years towards generative AI has made that even more critical.

Anytype serves as my journal, my idea dump, my knowledge hub, a wiki for my house renovation, my business notes and product plans. With the addition of chats I’m now able to collaborate knowing that everything discussed remains private and encrypted.

The project is peerless and invaluable.

I look forward to the future developments and success of Anytype!

I've been using Anytype for over a year, slowly migrating over from other services/apps wherever it makes sense. The chats are really helping with pulling other people into it. Being able to manage the bulk of the space, then link things into the chat as needed, makes it much easier to get others into using it.

Anytype has grown and changed quite a bit since I first tried it, and I'm excited to watch more of their plans take shape and get implemented. There are still important features missing, and some rough edges to be smoothed down or redone, but they are aware of that and are working hard and methodically to improve things. I encourage anyone to give it a try. There is a learning curve to be able to make effective use of everything, but they are working on the onboarding and tutorials to help with that.

To the Anytype team, keep up the good work! As hard as it is, I'll be patient, just know that I am very eager for some of the features slated for the next few months.

Cheers to launching!

I've been using Anytype for Android for a while and I like it.

It's well organised.

I just have one feedback; add the ability to remove Object Types not in use.

I only use Pages and Bookmarks.

I want to be able to hide everything else like I was able to in a previous version of Anytype.

Anytype is for me as european entrepreneur one of the biggest hopes for genius european software with values.
Was using Evernote, MS, Notion and now: Anytype.

I can unse it very easy for things I don't want to nerd in and can customise what's important for me.

MCP is nice.

And I use it to structure my workflows such that Anytype guides me throgh links to the pages that I need to work with next.

I share Courses with Clients I built in Anytype pages (which look super nice!).

Hope you make it to the top!

Love Anytype! Its great place to store notes for classes, and document those things you only do once year and always forget later.

Not sure if the team is answering question here but, if so, I'd love to know if there is a plan to add more header types? There is 4 already and that's probably enough for more but I side nav bar and would like more headers to make better use of it.

Anytype is awesome! It is bit complete and take some time to understand and organize, but once setup, it is works really well. I have been using it for 2+ years. There are still bunch of features missing. But what Anytype provides (Great Security + Blend of Notion+Obsidian+Craft+ Secure Messaging ) no other app is able to provide it. I think it has a lot of potential. I am super excited about it's future.

I just checked when I created my very first note in my very first Anytype Space… turns out it was back in October 2021 😇 What a ride it has been ever since! Huge congratulations to the Anytype team for building such a remarkable piece of software. If Anytype didn’t exist, someone would have to invent it! 👍💪

Over nearly four years of using Anytype, I gradually replaced all my other tools and went all-in with my notes, knowledge, and life management in 2022. I’ve tried almost everything OneNote, Evernote, Notion, Logseq, Trello, Todoist, Things, Roam, Obsidian, Tana, Capacities, but no tool ever stuck with me the way Anytype did. It became my go-to place for everything I need to organize in my life. I use it together with my wife, at work, in my own business, with other family members, and in every area it has proven to be incredibly useful. And having now Chat inside this tool just makes it even more powerful!

What I like most about Anytype:

• local first --> incredibly fast, offline use

• object oriented approach (everything as an object)

• no one will ever be able to read my data on any server

• Beautiful UI, I love the widgets and that I can fully customize the sidebar

• Raycast interface --> as a heavy keyboard user, nearly everything is accessible without ever touching my mouse

• shared spaces

• local network sync capability --> I use it at work, where I have no internet connection and just a wifi-router, works like a charm

• and much more!

It’s a joy to see the hard work the Anytype team puts into this product, and it keeps getting better with every update. I'm glad to be part of your journey. So keep on rocking, Anytypers! 💕🥳 Looking forward to every new release ✌️

Congrats on the launch!
I’ve been following Anytype since the early beta, and it’s really inspiring to see how you’ve stayed true to the local-first and privacy-first vision. It’s rare to see a tool that treats autonomy and digital independence as a real philosophy, not just a feature.
The mix of notes, docs, and chats, all encrypted and running peer to peer, really feels like the future of collaboration. Excited to see how the AI Ally idea grows. Keep going strong!

I like your promo video a lot and the intention behind Anytype to be a privacy-friendly information hub.

But to be honest, you don't explain what your new "Anytype Chats" is. I only have a feeling it's somehow AI related due to you mentioning MCP, but there's no explanation. 🤔

Hey team, huge congrats on the launch, and thank you for building Anytype. This is actually the first time I’ve ever left a Product Hunt review, and I wanted it to be for something that genuinely matters to me.

I originally discovered Anytype by accident while exploring what Notion could do. I honestly didn’t expect that something like this existed: a local-first, privacy-first tool that still looks and feels this good. Your website, your app, the whole UI/UX are incredibly polished for a product with such a serious core value like encryption and data ownership. I’ve been using Anytype for almost a year now, and it really feels like you’ve found your niche and a healthy way to monetize it without compromising on your principles. I’m glad more people are finally going to hear about you.

For me, Anytype became an encrypted layer on my Mac where I can keep the things that are truly sensitive or just deeply personal — not only secret data, but thoughts and notes I don’t want anyone else to see. Recently I was diagnosed with ADHD, and it felt like nothing could really contain or structure how chaotic my brain is. Anytype is the first place that actually works for that. I dump ideas, messy thoughts, private reflections there, and I can fully trust that they’re safe.

I haven’t used the new chat feature heavily yet because inviting others into a new app always has some friction, but I love the direction you’re going in. Extending the same privacy-first philosophy to communication makes so much sense. I just wanted you to know there are people out here whose lives are genuinely better because you decided to build this.

Thanks for creating something I honestly can’t imagine living without now.

Brilliant app!

My use case is to manage information about team members of my unit, so I wanted it to be private and hosted on my laptop. Two things that I'm missing:
1. "Hidden data" which might be seen only with a password/fingerprint lock (currently, I'm using toggle to hide such data).
2. Ability to switch the view of linked notes (right now the 'card preview' just pulls content from a note, showing it as not formatted text, so it looks messy)

But overall - really great app!

To be honest, I'm using it with a free plan, I just don't need any of the paid features, but I would rather pay something like $1 instead of a free option.

I'm a huge fan. fast, offline, private, great UX. just 🤌

Anytype is so gorgeous and fast. I could use it just because of that. Decentralized chats take it to the next level.

Only started using Anytype in this last week but am really loving it, and especially how it also does P2P sync locally. It also has a generous free tier, and I love the bulk import/export with Markdown. It did a great job of importing my 1,200 plus notes in from Joplin Notes.

Hoping though that we will still see:

• Find and Replace

• Linking to blocks in same Page or in other pages
  

There is otherwise really nothing else that I miss in Anytype.

I've been using your software for around a year now. Initially I experimented with it, but it didn't quite suit my needs. Now though, I find myself doing a lot of writing and I'm building a personal knowledge database, and the changes you've made encouraged me to delve a bit deeper about 4 or 5 months ago. I now use it everyday for a number of functions. Thank you, this is a fantastic piece of software. Good luck for the future.

Privacy is the most important aspect for me and I loved your concept of local collaboration. Congrats on the launch!

New to this product this application and setting this up as my command center Brain with support of theBrain (Graph\MindMap), Obsidian (OBJECTS\PUGINS+INTERNAL Direct edit of MD files), Zotero (FILES\Reference CITI). Working through the learning curve and finding the CHAT option a challenge at this time. Would find a FILTER option on the SIDEBAR to help organize first point of the workflow entry point. Main feature I like for what I use this application for is the OBJECTS and URI/URL support structure. The current URI for cross vault and outside application to bring direct objects up could be expanded further to make my one-point of entry work better.

Thanks again for the product.

Kerry Dalton

Best candidate for replacing Notion. @pronkin_ , how do you see advantages of Anytype over Obsidian ?

LOVE anytype! migrated from notion and never looking back after getting a sudden ban (on notion) and everything deleted without explanation or warning.

Great update from the team! Been using Anytype for a while now. I hope local AI is next.

Merging chat directly into the docs is actually such a smart move. Context switching between Slack and Notion kills my flow daily. Nice work on this.

Love the privacy-first angle. End-to-end encryption + local-first is the way forward for sensitive team collaboration.

Q: How do you handle sync conflicts when working offline? Also, what's your go-to-market - are you focusing on teams that care deeply about privacy (legal, healthcare)?

Excited about this! 🚀

This looks really cool! How smooth is offline collaboration when multiple people are editing the same page?

awesome promo video and the intention behind Anytype to be a privacy-friendly information hub. Great job

You've built something that keeps my game design chaos from spiraling into complete entropy—and trust me, between running a two-year Shadowrun campaign, juggling multiple projects, and trying to explain mechanics to programmers, that's no small feat. Your tool is the only reason my friends still tolerate my increasingly elaborate session notes and why my documentation doesn't look like a conspiracy theorist's cork board. Seriously, thank you for making something that actually gets how creative work actually works—messy, interconnected, and never quite fitting into traditional folders. You're doing the lord's work, and my players have no idea how much smoother their experience is because of you.

I love that Anytype exists, and I use it lightly. I haven't yet figured out how it can replace Notion since there's enough difference between the two apps that it will take some adjustment on my part. Thanks for what you do! We need privacy-focused alternatives.

👋 Hey PH! Today we’re launching Vybe to the world and announcing our $10M Seed round to make vibe-coding actually work inside companies.

We built Vybe because every fast-growing company ends up duct-taping operations together with rigid SaaS, spreadsheets, and manual hacks. Engineers are stretched thin, so internal tools never reach the top of the backlog, leaving teams blocked and processes fragile.

Meanwhile, vibe-coding has exploded in creativity… but it still falls short when you try to build *secure, data-connected, team-ready* internal apps. We built Vybe to change that -> Build secure, connected internal apps with natural language

How do you empower business teams to move fast without creating chaos, and without turning engineers into bottlenecks?

Every fast-growing company hits the same wall.
-> Marketing needs dashboards. Ops needs workflows. CS needs internal tools.
-> Engineering wants to help… but also needs to ship the actual product.

Historically, teams had two bad options:

1. Business builds their own tools
→ using spreadsheets, Coda, Notion, or lightweight AI builders.
Fast at first… until it becomes unmaintainable, impossible to debug, and impossible for engineering to support.

2. Engineering builds everything
→ professional, scalable, secure…
but slow, costly, and instantly becomes a backlog of “Can you change this button?” or “We need a new field for tomorrow’s launch.”

Both models fail

Our vision: A third model: shared ownership.

A world where:

1. Engineers own the foundation
- Secure data access
- Integrations
- SQL definitions / metrics alignment
- Permissions & access control
- Git, review, and oversight
- The initial scaffold of the app

Business teams own the surface area
- Workflow steps
- Buttons, fields, logic
- Iterating on what they need day-to-day
- Shipping changes without needing an engineer every time

Both groups operate in the same system:
- Real code under the hood
- Real GitHub repos
- Real access controls
- Real integrations

Vybe lets anyone inside a company describe what they want, and instantly generate real production-grade software!

Congratulations on your launch ✨

I've been using the tool for a while now, it's never been easier to deploy tools!

I’m part of the Vybe team, and we’ve been heads-down building this for a while. Today’s launch is our chance to put it in real hands and learn fast. If you try it, tell us what feels smooth, what breaks, and what’s missing — the rough edges are where we grow the quickest.

Thanks for giving it a spin.

Happy customers since day one! It has been a game changer for us

At co2ai.com, we have built with Vybe a complete internal tool that replaces a big part of our CRM, analytics dashboards, Notion pages, calendar syncing systems, weekly reportings, task managements... Something absolutely incredible and just unthinkable 6 months ago!
The most exciting part is that the end users themselves can fix/improve the app when needed, which is a total new game.

Looks great! Want to try it!

I’ve been prototyping with Vybe since a few weeks and I must say that the off the shelves integrations are a game changer to build internal apps. Need to prototype more with it!

Great job team!

the whole experience gives real operator energy. Build, tweak, deploy… all in one smooth flow

no prototype vibes at all. Everything feels stable, clean, and ready to use across the team.

Looks solid! But what makes it better than using Lovable to build my tools?

bim! congrats on the launch 🔥

Boom! Congrats on the launch Vybe team!! I've built a few investor tools and been loving the product experience!!

Finally a no-code builder that acknowledges 'real code' exists under the hood. The fact that it syncs to a real Git repo makes this actually viable for engineering teams. Congrats on the launch!

Nice execution. No-code is finally becoming legit for internal tools. The 3000+ integrations + built-in auth/roles is the right call.

Q: How does performance scale with data volume? Like for ops teams with millions of records? Also curious - can you deploy to private infrastructure?

Looking great! 🚀

I'm really thrilled to play a (very small) part in this. Supporter since Day 1! Vybe is a game changer for us at Superdocu.

Wow

Congratulations on the launch! This could solve so many internal chaos problems.

Congrats on launch. The “shared ownership” model is compelling. How do you guard against business-side edits breaking data/permissions? Do engineers set schema/role guardrails and require Git approvals on changes to limit blast radius?

Wow, Vybe looks amazing! The natural language to internal app generation is mind-blowing. How does the role-based access control handle complex hierarchical org structures? Super curious!

Amazing product to let everyone build internal tools.

Congrats for the launch!

The Truth SQL feature seems awesome, do you have more examples to share?

Hi everyone, Sergei here founder of Yolk 👋

We started Yolk because I know the pain of sales. I know the burnout, the churn, and the anxiety of those early prospect meetings. We wanted to build something that doesn't just help enterprises hit revenue targets, but helps real people feel confident and "anxiety-free" in their jobs. We wanted to create something that helps you achieve your maximum potential

We wanted to build a confidence engine.

We are launching today after a year of intense work, revisions, and sticking to a vision even when things got chaotic.

Yolk is your secret weapon to eliminate knowledge gaps and make you feel like a ninja in every sales interaction.

This was a labor of love (and a lot of grunt work). We are incredibly excited to share it with you.

Let me know what you think!

Congratulation This feels like the future of sales coaching-real conversations, real practice, zero guesswork.

Hi everyone, Sergei here founder of Yolk 👋

We started Yolk because I know the pain of sales. I know the burnout, the churn, and the anxiety of those early prospect meetings.

We wanted to build something that doesn't just help enterprises hit revenue targets, but helps real people feel confident and "anxiety-free" in their jobs. We wanted to create something that helps you achieve your maximum potential

We wanted to build a confidence engine.

We are launching today after a year of intense work, revisions, and sticking to a vision even when things got chaotic.

Yolk is your secret weapon to eliminate knowledge gaps and make you feel like a ninja in every sales interaction.

This was a labor of love (and a lot of grunt work). We are incredibly excited to share it with you.

Let me know what you think!

YES! I review calls with my sales team for insights all the time. Interested to try the product. How can I connect my recordings to this? I've them stored on Google Drive, or notetakers like Fireflies.

Congrats !

The energy in the video and the landing page design are amazing.

What kind of companies are you targeting? Do you have a video demo of an actual call?

I really like solutions that capture human behaviour and psychology. Do you have any significant companies on board using this? :)

Wow... looks great. Is the training currently only available in English?

Wow, Yolk looks amazing! The AI roleplay coaching is genius. How finely can you tune the buyer personas to mirror specific customer industries?

Great stuff!

looks great! How do you build context for AI roleplays? Does it learn from existing calls or the team internally has to give context/questions?

Congrats! Especially in sales, practice makes perfect. I love the idea that sales reps can have personalized AI roleplays. This might be very useful for job interview prep. Are you thinking about having that on the platform, too?

Roleplay bots are usually super robotic and easy to game once you figure out the prompt. How adaptive is the AI here? If I go off-script or throw a weird objection, does it actually pivot or just hallucinate?

Sales teams sitting on call data goldmines but getting no insights is such a gap. Yolk looks like it's solving that.

Q: How does the AI handle different sales methodologies or call types? Also, what's your pricing - per rep or per call volume?

Excited about this direction! 🚀

Congrats on launching Yolk! Love the approach of creating roleplays based on the actual calls and identified gaps.

What’s the next big feature you’re planning to add?

Congrats on the launch! The AI roleplay coaching approach is smart.

How do you handle the "feedback loop" problem? When a rep practices

with AI roleplays, do you track which scenarios actually improve their real

call performance, or is it more about practice volume?

Also curious about the evaluation metrics, are you using sentiment analysis,

conversation structure, or something more domain-specific for scoring discovery

and objections?

Upvoted

Hi everyone!

Mistral just raised the bar for open-weight coding models. Devstral 2 (123B) hits 72.2% on SWE-bench Verified, effectively making it the new SOTA in the open-source space.

It rivals larger open models like DeepSeek V3.2 and gets surprisingly close to closed models like Claude Sonnet 4.5, but at a fraction of the inference cost. The smaller 24B version runs locally on consumer hardware but still punches above its weight.

They also released Mistral Vibe, a native CLI agent that handles end-to-end code automation right in your terminal.

The API is currently free to use!

Wow, Mistral AI looks amazing! The Devstral 2 SWE-bench score is incredible. How easily does Mistral Vibe integrate with existing CI/CD pipelines for automated testing?

It’s wild that a 7B model is beating Llama 13B on reasoning benchmarks. The sliding window attention seems to be doing a lot of heavy lifting here. Curious if anyone has tried fine-tuning this for specific RAG tasks yet? I am wondering how fragile the reasoning gets once you saturate the context window

Would anyone know about a cursor like alternative that could use such models running locally ? I know about Cursor + running model locally and using nGrok but I am looking for something a bit more solid here.

72.2% on SWE-bench is legit. Open-weight coding models being competitive with closed ones is huge for dev autonomy.

Q: How does the latency compare for real-time IDE integration? Also, is the VIbe CLI available now or just the model weights?

Shipping this matters! 🚀

Congratulations... finally something from Europe. I currently use Claude Code. How does it fare in terms of data protection (model training)? Now it just needs to work as well as Claude Code.

Upvoted. Impressive SWE-bench score. Quick question: how does Vibe handle safety/guardrails for write operations in real repos (e.g., limiting blast radius, requiring approvals), and do you publish latency/cost benchmarks for the 24B running on consumer hardware (RAM/VRAM footprint, tokens/sec)?

Yeah what should I say. It's another Mistral release within 1 week and I've tested it yesterday. Must admit that it's really good and the Devstrall Small is punching above it's weight. Works smooth on my M4 chip and can't complain yet 👌🏻

Rep is my new work best friend. I've been using it to: (1) compile weekly product feedback from all of my calls so that I have something accurate and polished to float up to my director; (2) ask minutia about my prospects, like "what did I tell them about xyz feature;" and (3) give me sales coaching on a macro level across all of my deals, "what did I do well this week, and where can I do better?"

I'm a daily user of Clarify and really excited for this - looks great.

So stoked to finally have this out in the world! A massive amount of value in having an assistant that actually helps you close deals!

Huge day for us. I loved building the new Rep experience, and I’m excited to see sellers finally get an AI assistant that actually helps. 💪

Congrats to your launch, looking forward to test it!

Wow, Clarify looks amazing! That meeting transcript analysis feature is a game changer. How does it handle multi-party conversations to accurately attribute actions? Super curious!

This looks amazing!! Congrats on the launch team

I have been an active user of Clarify over the past (totally loving it) and I have been using Rep for the past 2 days — it's made my life way easy. It proactively suggests actions, I don't have to copy paste stuff into chatgpt as it already had all the context and the response quality is amazing. Strongly recommend it to anyone thinking of an AI-native CRM.

I'm not even in Sales, yet Rep is the most used feature in Clarify for me.

I no longer need to chase down our sales team for updates - "When did you last speak with this customer? What did you discuss? What's the next step?"

I used to spend time looking for call recordings, rewatching them at 1.7x speed, hunting for key nuggets or trying to piece together context. Rep shaves that down to minutes. It even gives me timestamps and citations.

This is how AI-native features should work - right in the context of where your work happens today 💪

Hey everyone 👋

I’m Andrew Charlton, Founder of Keevo. I’ve been in the SEO industry for over 10 years and currently run an SEO consultancy.

We’ve all seen the recent volatility in Google’s algorithm. But while managing clients, I noticed a newer, quieter problem. It’s not just that stale content drops in Google rankings; it’s that outdated content wipes out your chances of being cited by AI.

Platforms like ChatGPT, Perplexity, and Gemini crave freshness. If your articles cite statistics from 2021, these models often ignore you in favour of a source with the most recent data.

We couldn't manually audit and refresh thousands of pages across all our client sites to keep them fresh and "AI-ready," so I built Keevo to automate the detective work. The goal is simple: Let your GSC data tell you what to fix, then let AI help you fix it.

Here is what we’ve improved on the standard SEO workflow:

• One-click GSC Integration: No complex setup. Connect your Google Search Console properties and see your top decaying pages instantly.
  

• The "Freshness" Engine: We don't just spot traffic drops; our AI updates your content with fresh stats and citations - in your brand voice. This recovers Google rankings and increases your chances of being cited by LLMs.
  

• Deep Mode: Need more control? Provide Keevo with custom instructions to steer the research and content writing exactly how you want it.
  

• Safe for teams: Use our 'Review' view to see edits and vet changes before you push them live.

And yes, for solo founders and testers, we have a Free Plan. It includes 1 GSC project to see your decaying pages and 1 free AI content update to try the magic yourself. We want this to be accessible for anyone trying to protect their organic traffic.

We want this to be accessible for anyone trying to protect their organic traffic.

We know what it feels like to watch a top-performing article slowly fade into obscurity. Our goal is to help you recover those rankings, and secure your spot in the new AI search landscape, in minutes, not hours.

If you have questions about how Keevo works, just ask.

Thanks for your support ❤️

Upvoted

interesting take on freshness. Quick question: how do you control for hallucinations when “freshening” stats/citations, and does the review view surface source diffs so teams can approve quickly?

Integrates with WordPress for rewriting / publishing?

Tried similar tols before but none picked up decay this early. This part genuinely fixes a long-time SEO headache.

Watching it monitor pages automatically frees up so much time. No more checking GSC ten times a day 😅

Wow, Keevo AI sounds incredible! Love that it proactively rewrites decaying content. How does it handle niche industries with very limited publicly available data for sourcing? Really cool idea!

Sounds really cool, would love to try.

The focus on 'AI readiness' rather than just traditional SEO is spot on. We are seeing the same shift at SquarePact, it’s not just about ranking on Google anymore, it’s about being the source that ChatGPT/Perplexity cites. A quick question, does the rewrite engine just update stats/dates, or does it actually restructure the schema to make it more machine-readable for these LLMs ?

Really, really cool idea!

Is a log/ past copy kept of the original source? Readers might want to compare the new to the old.

Given this a definite upvote! All the best bro!

Yutori is great! Love the content and presentation of the daily scout reports. Saves me so much time — and provides updates I actually look forward to.

Hey all, @abhshkdz here from Yutori! 👋

Earlier this year, when we built Scouts, it was born out of a simple observation that many background (or even foreground!) tasks in our lives have a recurring flavor — e.g. apartment hunting, tracking product restocks / deals or discovering hard-to-find products, early stages of travel planning, staying on top of niche news / research / podcasts, discovering local events, finding dinner tables, etc.

It's been gratifying to see all the love and feedback from our closed beta users who've helped shape the product over the last few months.

Today, I'm super excited to share that Scouts is generally available to everyone!

With just a simple query, Scouts lets you deploy a team of AI agents to monitor anything for you. Running 24x7 in the background on the web. So you have the mental space to focus on what's most meaningful to you.

Scouts have access to a host of APIs and can even navigate websites in their own browser environments to proactively bring you relevant information.

This is what the future of interacting with the web looks like. Where you’re not sitting there manually browsing and refreshing, buried in tabs, ads, noise, distractions, context switches. Think Google Alerts on steroids.

👉 As a special thanks to the Product Hunt community, you'll get one month free after your free trial if you use the code PHSCOUT-E15 during checkout. Sign up on yutori.com! 👈

We're all super excited to hear what you think! Please do reply here and let us know.

Set up a lead-monitor and it flowed perfectly. Everything updated without me sitting there watching.

Love the style/design, it's actually something I was looking for. Trying it out as I'm typing this. 🚀

Yutori is great, it has been very helpful when searching for apartments in San Francisco as soon as they get listed. The product is very convenient, providing updates directly in my email inbox.

Wow, Scouts by Yutori looks amazing! The 24/7 autonomous agent idea is brilliant. Im curious, how well does it handle sites with heavy JavaScript rendering?

Big fan of Yutori! Have been using the product to track all types of things over the past handful of months, and I always look forward to my updates (plus learning something new almost every time)

Your thing needs to stop asking me what it doesn't need to give satisfaction.

Satisfy fast, ask my name later.

Really compelling feature here! I feel like this makes it highly accessible to be truly data driven now. No excuses.

This feature is pretty powerful. We give our agent extra compute time and higher reasoning because it runs in the background and needs to research deeper because it needs to deliver results without a follow up.

I get to dogfood Basedash with my side project RYSE (a social fitness app).

I have a daily report I generate to monitor all Posts and Comments for offensive language, bugs, and things like that. I couldn't imagine doing this a year ago, but now I don't even have to think about it.

There's a few other super useful templates in the app like the Github change log which we use to publish our release notes for the public.

I've really been enjoying waking up to the insights that Autopilot gives us directly in Slack. Some really good actionable advice that we get related to growth and engineering issues we need to resolve.

Love that you built this to solve your own internal problem first. That 10x activation story in the description is wild. When Autopilot surfaces an insight, can I click 'Fix' to trigger a webhook (like in Linear/Slack) or is it purely informational for now?

Hey everyone! Kris from Basedash here 👋

Autopilot started as an internal experiment: what happens if an AI can watch all of your company’s data (product, revenue, onboarding, usage) and surface the things you don’t see?

The answer ended up being surprisingly impactful. Autopilot kept pointing out patterns we weren’t looking for, along with simple suggestions that compounded into real results. One of those insights helped us 10x our activation rate. Tbh we're a small team and don't have time to check every funnel and correlation every day.

That’s what I love about Autopilot: it doesn’t overwhelm you. It finds the single most important insight, explains why it matters, and tells you what to do next. It feels less like adding a super-capable teammate who never sleeps.

Excited to hear what Autopilot uncovers for you. Happy to answer questions throughout the day!

Basedash looks awesome! The natural language chart creation is a game changer. Wondering how Autopilot handles multiple data sources with conflicting information?

Co-founder here! 👋

@david_hartley4 covered the details, so I'll share the insight behind 3.0: meetings generate a ton of value, but most of it evaporates the moment the call ends.

So we asked: what if AI could actually create from your conversations?

Create summaries. Create slides. Create tasks with owners and deadlines. Create calendar events. Create follow-up emails. All from what was actually said, not what you half-remember typing up later.

That's what Tactiq 3.0 does. Your meeting becomes the input. Everything else gets created for you.

Would love to hear what you'd want Tactiq to create from your meetings. We're always building based on what users actually need.

Hi everyone, I’m David I lead the product marketing here at Tactiq and I’m excited to be hunting Tactiq 3.0!

Tactiq 3.0 goes beyond just transcription and AI insights with brand new features we’re excited to introduce like:

💬 In-meeting AI - Use Tactiq AI during your meeting to summarize converations as they happen, ask AI custom questions during a meeting and generate action items on your call.

📋 Generate and assign tasks with AI - Tactiq AI can now generate tasks from your meetings, and automatically assign an owner, priority, task title and description. You can now manage tasks directly in Tactiq by setting and changing statuses, or continue to share them to your preferred tools.

🖌️ Create with AI Agents - You can now create summaries, action items and even slides with Tactiq’s AI Agent. As well as have ongoing conversations with Tactiq AI, with context and memory across one or multiple meetings.

We’re so excited to introduce these new features for Tactiq 3.0 I would love to hear how you’d use Tactiq AI during your meetings.

I’ll be around today to answer any questions!

Hey PH community! It’s been an incredible journey watching Tactiq grow with every Product Hunt launch, and today I’m excited to introduce Tactiq update that ushers in a new way of working with your meetings.

With this we are laser focused on helping users not only transcribe, but actually start creating.

With in-meeting AI - you can now create real-time summaries as a meeting happens, instead of waiting until the call ends.

With AI task generation - automatically create tasks with priorities, owners and deadlines in a single click.

With Tactiq’s AI agent - you can easily create summaries, action items, combine multiple meetings into one concise output or even create a presentation out of your meeting notes.

I’m so proud of what our team has built to help users focus on meaningful work and get more value from their meetings. We’d love your support, check it out, share your thoughts, and let us know what you think!

Hey PH community - Nick here co-founder & COO of Tactiq.

Today we’re thrilled to bring you Tactiq 3.0

Tactiq 3.0 is a huge step forward in helping people take action from their meetings. We all know meetings are where decisions are made, alignment happens, and context is shared. But as soon as a meeting ends most insights and momentum is lost.

This is where Tactiq 3.0 comes in

With Tactiq 3.0, teams can now summarize discussions in real time, ask clarifying questions in the moment, and confirm action items before the call ends. This closes the gap between conversation and execution.

Tactiq’s new AI Tasks then turns those aligned actions into structured tasks automatically, and the new AI Agent allows you to dig deeper with follow-up prompts, create action items, multi-meeting summaries and even slides.

The goal is straightforward: Tactiq 3.0 helps you focus on execution

Excited to hear your feedback and thoughts!

Hi everyone - I’m Kirill, driving Tactiq sales efforts globally.

From my perspective, real-time meeting AI is one of the smartest ways to use AI today. It helps you communicate better in the moment: asking sharper questions, spotting objections, clarifying needs - all while you're live with a customer, your team, or a channel partner. That way, AI unveils the power of meeting intelligence.

This isn’t AI replacing you. It’s AI giving you the clarity and confidence to perform at your best. It's honestly a superpower for sales calls!

Hey Hunters! I’m Matt, lead designer at Tactiq 👋

Super excited to be a part of and share Tactiq 3.0 — it’s everything you love about transcripts, plus a lot more AI magic for your meetings:

• 💬 In-meeting AI – Get live summaries as you talk, ask custom questions mid-call, and auto-capture action items.

• ✅ AI-powered tasks – Turn conversations into tasks with owners, priorities, and clear descriptions. Manage them in Tactiq or send to your favorite tools.

• 🖌️ AI Agents for follow-up – Create summaries, action items, and even slides, with context and memory across one or many meetings.

I’d love to hear how you’d use Tactiq 3.0 with your team.

Hey everyone! I'm Patrick and I am our Customer Success Manager for the Western Hemisphere.

I’ve been a power user of Tactiq for over two years now, and honestly, I can’t imagine my work life without it.

It gives me the freedom to really engage in conversations without worrying about missing something important. I’m not stressing about note-taking or remembering every detail, and that’s changed how I show up in meetings. I’m a more active listener, and it makes a big difference.

I’ve worked in the work management space for almost a decade, and I have to say, Tactiq often boosts my productivity more than most task tools. It helps me focus on what actually matters, the important points that come up in meetings, and then gives me a way to act on them directly. I regularly go back to transcripts and summaries to stay aligned on what was said, what’s next, and how decisions were made.

One feature I use constantly is the multi-meeting selector. Being able to choose up to 10 meetings and ask AI to summarize or pull insights across all of them is something I’ve never been able to do before. With so much going on, that quick ability to zoom out and get the big picture is huge.

Also, the in-meeting AI is a total game changer. In my role, which is pretty consultative, I love being able to ask AI mid-call to recap what we’ve covered or highlight pain points. Instead of relying on what I think I heard, I can reflect what was actually said — and that helps my clients feel more heard and aligned.

If you’re in a role where conversations drive your work, Tactiq isn’t just a nice-to-have. It’s essential.

Hey, Product Hunt community!

Mike here, product marketing manager at Tactiq.

I'm happy to say that we found one of the smartest ways to use AI today - during meetings, not just after.

The moment a meeting ends, your focus is low. By the time the meeting ends - the moment to make a real impact is gone.

So we asked the question: what if we could help Tactiq users in the moment - when it matters most.

Leverage everyone's focus at its peak - during the conversation.

You can now impact decisions, outcomes, and people's minds in real-time by catching up on current calls, asking smarter questions, and bringing in context from past meetings in one click.

If you're a busy founder, manager, or teammate trying to stay on top of chaotic meetings - Tactiq makes all your dreams come true. As long as your dreams involve understanding people better, building what they want, and winning deals without the manual paperwork.

So, to become a master Tactician, you need to remember 3 things:

1. What gets transcribed - gets done.

2. Context changes everything - from people’s minds to decisions and outcomes.

3. The moment to use that context is during the meeting, not after.

Stay ahead of the conversation - Try Tactiq 3.0 in real-time today.

I'll be here all day to answer any questions. I'm eager to see what you think!

Is it a bot-less notetaker?

Wow, Tactiq looks incredible! That real-time summary feature is a game-changer for staying focused. Im curious, how does the AI handle industry-specific jargon during transcription?

I've been using Tactiq for a while now. It's seamless and works across a number of different meeting platforms. I'm just trying to get the rest of my team across it as well ;)

Hi everyone, Emily from KNWN here. I have been using Tactiq for over a year now, and it blows all other meeting tools out of the water. I absolutely love how compatible it is with other tools- I use Notion and Todoist. It ensures I remember every single thing from every meeting. I would highly recommend this tool to anyone who is in regular meetings. I also love that it doesnt add another annoying box to my meetings! Ive tried them all and will only use Tactiq.

My favorite AI meeting tool of all time – huge congratulations to the team!

I've been using it for months and I absolutely love it! Its the best note taker in the market. My only ask is to add automatic language detection for the transcripts please :)

Finally a meeting tool that actually pushes data to my project management tools instead of just emailing me a summary I’ll ignore. A question on the linear integration, does it just dump the text, or does it try to parse out the 'Assignee' and 'Priority' fields automatically.

Hi everyone, Giovanna here from Kirill’s team!

Thrilled to see Tactiq 3.0 live. What I love most about this launch is how it transforms the natural flow of a conversation into clarity, structure and momentum in real time.

Real time insights, action items, tasks, summaries and even slides. This is communication intelligence elevating how teams collaborate and execute.

Excited to bring this to our customers across LATAM. It empowers teams with confidence, focus and a clear path forward.

Huge congratulations to the team for such a powerful leap forward.

Is it a CMS or a blog writer?

Hey everyone, Charlie here. Thanks so much for checking out the relaunch of Blogg.so.

I originally built this to make blogging simple for people who want to quickly spin up a blog for their product and use AI create new posts on autopilot. Over the past 6 months I learned a lot from how people were using it, and it became clear that the writing and image quality needed to improve to stand out.

This update is a full rebuild of the core tools. The post generator uses the latest models for stronger structure, clearer tone control, and more consistent long form writing. Images are powered by nano banana pro so hero graphics and inline illustrations look much more polished and intentional.

I also added new layouts, updated color modes, cleaner typography, and a ton of small details to make blogs look modern and fast. SEO and GEO optimization are built in so posts perform better without extra work.

I'd love to hear what you think. If you find anything confusing, rough, or missing, please tell me. Your feedback shapes what I make next.

Thanks again for the support!

Wow, blogg.so looks incredible! Love the Nano Banana Pro integration for inline images. Does the AI learn from existing content to really nail my brand voice? Im curious!

Well done! 💪
Landing page looks nice! Pricing looks fair.
Did you get featured by PH for this launch?

Wow, Sceptrum looks amazing! The offline-first dashboard with auto-sync is a game changer. How does the local analysis handle different file types and potential compatibility issues? Super interested!

Finally a dashboard that doesn't just spin a loading wheel when my internet drops. The lightweight/low-end device support is a huge plus for accessibility. Nice work.

This hits close. My train Wi‑Fi drops every hour and I end up losing notes. Offline-first + auto-sync is clutch. The AI call feed is the bit I’m most curious about—does it map calls to specific apps/processes? Will try on an old ThinkPad tonight.

Hey PH world! 👋

If you’ve ever wished for a space where you could slow down, breathe, and talk freely without being judged, you’ll probably recognize the feeling behind Hobbi. Hobbi a gentle, companion-style voice chat AI that sits with you in a quiet, meditative world — a place shaped by your own memories. Upload a photo, and Hobbi turns it into a living particle-based universe around you. Inside that space, you talk, vent, reflect, or simply exist — and Hobbi listens. At the end, your conversation becomes a beautifully formatted journal entry you can keep.

Check out Hobbi if you:
Feel deeply and need soft companionship.
Hobbi provides a quiet, intimate conversation under the night ski - it doesn't judge, just listen.
Want to record your inner world, but struggle to write.
Whether you want to remember a moment, untangle thoughts, or process your day, Hobbi helps you express and preserve what matters.
Are drawn to aesthetics, atmosphere, and intimate storytelling.
Hobbi was built for everyone who loves mood, softness, art-like visuals, and immersive soundscapes — not for productivity, but for presence.

We hope Hobbi can be a small, beautiful corner of the internet that feels like it was made just for you. Thanks for being here, and we can’t wait to hear what you think.

The 'voice companion' angle is interesting. Sometimes, typing out a journal entry feels like work, but just talking feels like therapy. Does the AI analyze the tone/prosody of my voice to detect mood changes over time, or is it strictly analyzing the text transcript for the journal entry ?

Feels amazing! Good luck with the launch. :-)

Wow, Hobbi sounds incredible! The mind journaling in a meditative space is super intriguing. How does it handle processing different photo types to tailor the journaling experience?

Congrats on the launch and I like the idea! How do you take the privacy of the journaling? Does it send the data back to the servers and they get logged outside of my device? Sometimes people journal things that are very personal to themselves

Hello, sounds interesting, because men have this feeling of not to talking to each other about their feelings, this might be great target for men!!

Alright so the dashboard looks good with the routine creation I must admit. Also was in the same situation as you with existing browser agents missing things or being not capable of what I wanted so your solution might solve this now.

awesome product, we were actually looking at solutions to solve this problem. Will give it a try.

Wow, Vectorly looks amazing! The marketplace for shared workflows is super cool. How well does the AI handle websites with dynamically loaded content?

Hello mr Vremenko, i would like to ask you whether this is a news site? I didnt quite catch the idea of this app

Finally a tool that gives us the actual data source instead of just parsing HTML soup. The 'zero runtime token costs' claim is huge if it scales. Nice work.

Looks sick! Will there be any open-source integration with Vibe Code tools?

Congrats! Great product team! It's a very important part of the building process to stay healthy mentaly too.

The fact that Ama reaches out when she notices a necessity rather than waiting for us to ask help is intriguing.

Also, the name. Ama = mother is many languages.

Congrats on the launch, btw.

Are the replies based on any famous entrepreneurs?

This is really sweet. Love the way Ama cares before you even ask for help. Curious how she figures out the right moments to step in. Congrats on shipping this!

this is great to see the team come as far at they have. real excited to see what's next. not everyone has the means for a coach so it's gonna help the next wave of founders seriously level up

Congrats @carolina_d_alessandro and AMA team on your launch!
When are you planning to go live? I've already joined your wait list by the way.

Congratulations on the launch 🎉 🎉 🎉

Really impressed by this.
Quick question: once I get the agent, how does the setup work in practice? And how do you improve my health?

Really like the proactive angle here. Most founder tools focus on productivity, but almost none focus on well-being in a meaningful way. Excited to see how Ama evolves.

Wow, Deposure is awesome! Instant live APIs with no config? Seriously cool. Im curious, does it support websockets for real-time data streaming?

This looks like a lifesaver for testing webhooks locally. Setting up a full reverse proxy just to catch a Stripe event is always overkill. Does the client handle auto-reconnects gracefully if my local network drops (like switching Wi-Fi), or does the public URL change every time the session breaks?

Hello, so i dont have to host on render or vercel?! Count me in! Could u please tell me 1 KEY part of this app

Wow, ZeroHz looks amazing! The ambient sounds + timer combo is exactly what I need. Im curious, can you mix the ambient sounds, or are they preset combos only?

Really cool! Can you include some photos of what the menu bar app looks like when installed on Mac?

Hey Product Hunt! 👋

Super excited (and nervous) to share my first-ever app with you all.

The backstory:

I kept seeing students use ChatGPT for homework help, but the problem was obvious: typed answers

look nothing like handwritten work. Teachers can spot it instantly. So I thought: what if AI could

solve problems AND make them look handwritten?

That's ShowYourWork.

What it does:

You upload a photo of a homework problem (or just type it in), pick your subject, and the AI

generates a fully worked-out solution that looks like someone actually wrote it by hand. Lined

paper, messy handwriting, the whole thing.

The feature I'm most proud of:

Custom handwriting training. You can upload 3 samples of your own handwriting, and the AI learns to

mimic YOUR style. The output actually looks like you wrote it. It's a little scary how well it

works.

How I built it:

I'm not a traditional developer. I vibecoded this entire thing, designed the features, wrote

prompts, and iterated with AI assistance. Three months ago, I had never built an app. Now I'm launching

on Product Hunt. Still processing that.

What's included:

• Web app + mobile (iOS/Android)

• Multiple subjects: Math, Physics, Chemistry, Biology, CS, English, History

• Handwriting styles: Cursive, Print, Messy, Neat, or your own

• Paper types: Lined, Graph, Plain

• Detail levels: Show all work or just the final answer

• Grading mode: Upload completed homework and get teacher-style feedback with red ink marks

Why I think it matters:

AI homework help exists everywhere now. But most of it outputs sterile, typed text that's

immediately recognizable. ShowYourWork bridges that gap; it's an AI assistance that actually fits into

the real world of paper assignments and handwritten work.

I'd love your feedback on:

• The handwriting realism (does it actually look convincing?)

• Features you'd want to see next

• Pricing thoughts, I currently have 3 paid plans

This is my first launch ever, so I'll be here all day answering questions. Roast me, praise me, ask

me anything.

Let's go! 🚀

Okay, WOW! ShowYourWork is genius! The handwriting style options are such a smart way to make AI more believable. How does the AI handle complex equations with lots of symbols when mimicking specific handwriting?