PH热榜 | 2025-12-05

Hey Product Hunt! 👋

We're excited to launch Documentation.AI, a platform that makes it incredibly easy to build, maintain, and scale beautiful, AI-ready product documentation.

I'm Roop, co-founder of Documentation.AI. Over the past decade, my team and I have built products across video streaming, edtech, AI agents, and more. No matter the industry, we kept seeing the same issue: documentation was always deprioritized, outdated, or both.

But with the rise of AI, documentation has never been more critical. Tools like ChatGPT, Claude, Cursor, and other AI agents are becoming the primary way users discover, understand, and integrate products, and they rely entirely on your docs as their knowledge source. Your documentation isn’t just a reference anymore; it’s a growth channel.

We noticed three big problems teams face:

1. Creating great docs is hard — designing, writing, and publishing takes forever.

2. Keeping them current is even harder — docs go stale the moment you ship new features.

3. Most docs aren’t built for AI — despite AI agents depending on them, they’re not structured for semantic search, embeddings, or MCP workflows.

What makes us different

✨ Ship in under 5 minutes — Beautiful, fast docs out of the box, no design work required.

🔄 Stay up-to-date effortlessly — Our built-in AI agent helps you write and maintain content. It can analyze Git commits, support tickets, and more.

🤖 AI-ready by default — Structured for ChatGPT, Claude, and coding agents with MCP endpoints and semantic markup. Your docs show up where your users actually work.

🛠 Flexible editing workflows — Use our web editor, AI agent, or a code editor/coding agent via a docs-as-code workflow.

💬 Built-in AI assistant — Users get instant, cited answers without leaving your docs, dramatically reducing support tickets.

We'd love your feedback on:

• What's your biggest documentation pain point today?

• How do you keep your docs in sync with product/API changes?

• What would make a tool like this indispensable for your team?

Happy to answer any questions! 🚀

You can also reach us via Slack if you want to chat directly.

Congrats! Do we ask the AI agent for updates or it automatically proactively suggests updates?

Congrats on shipping! The built-in AI assistant for users is super underrated; support teams will love this. :D

Great work!! Any plans to support multi-language documentation with automatic translations or it already supports?

Does your product access my Git and, based on that, generate or edit documentation itself?

Looks good, love the design.

Creates a public GH repo though be aware if you want your documentation to be private.

The integration with Jira/Linear is super helpful. Devs and technical writers would love it.

Love the positioning. With AI agents everywhere, good documentation is becoming infrastructure, not a nice-to-have, but a must-have.

The looks great.
Definitely trying it out soon for for products.

How you handle versioning across major releases? BTW, congrats on the launch

Love the design quality. Fast-loading docs with semantic structure feels like the future of technical writing.

Interesting approach with llms.txt. How customizable is the schema for complex API surfaces?

Congrats on the launch @roopreddy and Team! This resonates hard. We've struggled with keeping our API docs in sync with rapid feature releases for ResumeUp.AI. The Git commit analysis for auto-updates sounds promising.

I love that you treat docs as a growth channel, Roop. That mindset is becoming so important with AI. :)

Congratulations on the launch 🎉 🎉

The MCP integration caught my eye. Does it work with self-hosted LLM setups as well?

Great idea, love the product.

The fact that it integrates with AI tools where devs already work is huge.

The toughest is to deciding what actually needs documenting versus what’s just noise. Products evolve every week, but not every update deserves a rewrite. Finding that balance between being comprehensive and being clear is honestly the struggle.

Product teams always struggle with outdated API docs. The monitoring of support tickets is a brilliant add-on :D

This is wonderful, congrats on the launch

No more sleepless night with documentation lol - Documentation AI is definitely the tool that helps engineers out from tedious and tiring jobs! Thanks for the launch

Really awesome. Is there a provision in the generated docs to handle SEO, SEMs, LLM listings, etc., properly?

This looks so clean and easy to start with. Really great stuff team.

nerd alert: @orcdev turned @shadcn/ui into a beautiful 8-bit styled component library.

for me, it's an instant crush.

the project is backed by @Vercel's OSS program, sponsored by @Shadcnblocks, @Trigger.dev, and more; free and open-source. lfg!

Love it

I don't have a need for it (now), but I love it :)

It’s a fun project, and genuinely useful if you’re into retro-style UI. @orcdev has been doing amazing work creating videos and content for the shadcn ecosystem and I highly recommend you follow him on Youtube, my bet is hes the next big creator and Devrel at @Vercel - Keep up the great work mate!

This is awesome stuff, Orc friend! Here to support your launch. Good luck! 🙌

Upvoted my man :)

Love the retro design, also that it's Open Source. Knew immediately it has to do something with shadcn 🫡

Love this! 8bitcn/ui brings a super fun 8-bit vibe to modern components. Clean, nostalgic, and really well executed. Huge props to the Orc — excited to see where this goes! 👾🚀

Great components library for people who build retro games or websites! Awesome work @orcdev 👏

This looks fun and my thought is it would be cool if there was a small library of prebuilt 8-bit themes because I often struggle to match colors when I try to make playful UIs.

Lets gooo big Orc :p

Let's go!!

This is what we deserve 😍😁

love this work, and the attention to detail on this❤️

I rarely stop to leave a comment on PH, but this is cool, guys!
Upvote + GH star. Dunno when I’ll need it (or if I ever will), but I definitely want to use it somehow

Great as open source project! like the ease and flexibility of 8bitcn!

Great as open source project! Congrats for the launch team!

How customizable are the components? Can themes be swapped easily?

Looks awesome, definitely want to try :)

Cool stuff

Really cool. Been using gemini all summer. Really fast and nimble. Great for day to day work. Only using gpt5 and Sonnet for harder problems. So this is a welcomed model to compete with the elite LLMs. I hope its included in the startup perk package 😅🙏

I am wondering how it handles ambiguous problems because my logic tasks often have multiple valid interpretations and I want to know if it can explore all possibilities without oversimplifying.

Really exciting to see this launch because my past encounters with AI reasoning felt limited and this model gives me hope that complex problem solving might finally be more intuitive and human-like.

this feels built for people who enjoy complex thinking. The whole design pushes beyond typical assistant-style replies.

Tried a few logic and it handled them with such calm accuracy. Felt almost like talking to a real problem solver.

So not yet for Pro users? I would honestly feel betrayed if I were paying for Pro and would like to test this new feature

The human-like reasoning hits especially well on science problems. Got super clean explanations with zero fluff. 🔥

Nice launch! Deep Think sounds like the “let’s solve the impossible” mode. What’s been the most memorable problem users asked it to solve so far, and how did they react when it actually delivered?

Congrats to the team, parallel reasoning sounds like a real breakthrough.

I ❤️ bun. But I made sure my project also works with NPM. Turned out. Bun didn't support windows arm executables. But NPM did. So for win arm exe. I use NPM. For other targets. Bun.

Bun is around for quite some time, I wonder why it never made it to PH. Also, haven't they been bought by Anthropic now?

Impressive launch, Bun team. From a clarity & onboarding lens: when a developer opens Bun 4 for the first time, what’s the one belief you want them to hold in the first 10-15 seconds?
Is it:
• “This runtime just works with my existing stack, no rewrites.”
Or:
• “I can build faster and ship earlier, and the tooling problem is solved.”
Because for developer tools, the adoption barrier often isn’t features-it’s the dev believing this fits how I already build. Curious how you’re framing that.

Seeing a tool combines, task running, and npm support makes me smile because my old workflows were a patchwork of half a dozen utilities.

It would be cool if the runtime gave me quick feedback on errors because I hate waiting for the build to finish just to find a tiny typo.

Congrats! Bundling, running, and installing in one runtime is an elegant developer DX win.

Really curious to try this out, the reasoning improvements sound solid.

The Golden Kitty nod shows impact. What’s next, maybe expanding search into immersive AR or VR contexts?

It's just a blank page (apart from a Google header) once I click 'Get Started' for me, what gives?

Excited to try this out!

Having an agent that actually assembles everything together saves hours. love how smooth that feels 😌

Congrats on the launch guys! I’m so excited to use this 🫶

Vibe-coding games is a nice idea, would be nice to have a gameplay here!

Congratulations on the launch. This looks like a really cool idea.

This is incredible and super bullish on the team!! Congrats on the launch, be right back, going to make some games now

I tried the application and played and created a simple game. It was able to fix the bugs in the game after a few prompts.

Let users export the game and publish it as HTML or something. You can monetize that like Bolt or v0

Are we able to host the games we build for others to play? I couldn't catch that info. from the homepage.

Solid launch, Orca 3 team. From a clarity & onboarding lens: when a developer opens Orca 3 for the first time, what’s the one belief you want them to hold in the first 10-15 seconds?
Is it:
• “This tool actually aligns with how I think and build, not just how someone expects me to build.”
Or:
• “I can trust this model/tool to scale with my workflow, not hold me back.”
Because in high-performance dev/AI tools, adoption hinges less on specs and more on the belief that it fits me. Curious how you’re shaping that moment.

I can’t click on any of the games or assets shown in the home page.

Can't wait to try it. The website won't let me login

Hi everyone!

For a long time, the drone market has felt a bit stagnant. We’ve been choosing between "flying tripods" that require careful framing or FPV drones that require months of practice. Antigravity A1 breaks that dichotomy.

Incubated by @Insta 360 , this is essentially an 8K 360° camera that flies.

The Invisible Drone tech is magic. Because of the lens placement, the drone stitches itself out of the footage completely, leaving a pure, unobstructed view of the sky.

You can fly first, then frame later. You don't need to stress about composition mid-flight. Just put on the Vision Goggles, use the motion controller to point where you want to go (literally just waving your hand), and enjoy the view. Just pick the perfect angle—forward, backward, or top-down after you land.

It brings the wonder back to flying. It’s less about being a cameraman in the sky and more about being a bird. Plus, at 249g, it’s regulation-friendly in many regions.

Yes, we finally get a drone that feels like play, not work :)

Almost thought this would be a launch of Google's coding agent Antigravity 😅 But damn I realy want an FPV drone and feel like I'm flying myself through my neighbourhood but pricing is unfortunately too big for my budget. I hope that these type of drones could go down to like $300 and I would be so hyped. But still, this drone looks sick, also with the 8k 360 video ability

Wow! The product video is awesome.

Amazing! How on earth you got this below 250g I will never know - kudos to the design and manufacturing teams. I'll be ordering one shortly 👍🏻

Could future updates add AI‑assisted framing suggestions to make editing even smoother?

👋 Hey everyone! Maker here.

Most leaders don't fail from bad strategy.

They fail from blind spots - the things everyone sees except them.

I built Johari Window after realising I had a few of my own.

It's a simple framework (widely used in corporate HR) that reveals:

1. Open: Known to you and others

2. Blind Spot: Known to others, not to you

3. Hidden: Known to you, not to others

4. Unknown: Hidden from everyone

The goal?

Shrink the gap between how you see yourself and how others experience you.

When that gap closes:

Clearer communication, sharper decisions, less conflict, stronger trust.

Would love your feedback - and curious: have you ever discovered a blind spot about yourself that changed how you lead or work?

Such a coincidence, today I talked to my friend about the Johari concept. Gonna send this to him out :)

I’ve had a lot of fun with this! Such a great lightweight and low-stakes way to get some 360 feedback

Congrats! Love the playful vibe and the way that gamification is incorporated. Very helpful model for building trust through openness 🙌

I’ve been so drained from long conversations lately, so this is perfect.

I used to ask for daily summaries — having it built in like this is such a great feature!

I built this extension because I rely heavily on ChatGPT for work, and long conversations quickly become impossible to navigate. Scrolling to find previous answers was slowing me down, especially when switching between projects, ideas or code explorations.

The solution was to generate a simple table of contents for every chat, automatically. No extra work, no copy-paste, just a clean index that lets you jump to the exact part of the conversation you need.

What started as a small productivity tool for my own workflow evolved into a more polished extension. The goal stayed the same throughout: reduce friction and make ChatGPT easier to use for anyone who thinks and works in long conversations.

I’d love to hear how it works for you, and if you spot any bugs, edge cases, or ideas that could make it better, please share them. Your feedback will shape what comes next. 🚀

Visit Chrome Extension Store for installing the extension:
https://chromewebstore.google.com/detail/index-for-chatgpt-auto-ta/mideipckdlfgejjjdacbjgdjjdeodfko?utm_source=item-share-cb&ref=producthunt

After installation visit chatgpt.com and click on the orange index icon in the center right side.
Visit any chats to get the the index.
Refresh the browser if something breaks; lol 😅

How is it different from side indexer ?

I love this product idea, so hard to find my files on my Mac

Impressive launch, Kalycs team. From a clarity & onboarding lens: when a user opens Kalycs for the first time, what’s the one belief you want them to hold within their first 10-15 seconds?
Is it:
• “I can find the file I need without opening Finder or remembering names.”
Or:
• “My folder structure and chaos doesn’t matter anymorethis tool handles it.”
Because for productivity apps the adoption hinge often isn’t features it’s the user believing it just works for me. Curious how you’re framing that moment for early users.

See a lot of mac apps on PH lately. Quite refreshing :D

No doubt, this is a massive headache. The clutter on our devices is just getting worse, making it harder to get things done. If you can automatically sort your files by topic, you aren't just saving minutes—you’re clearing the way for new ideas.
Just curious, is the Windows version on the way?

Hey Product Hunt 👋

We built CogniMemo because today’s AI is powerful — but forgetful.
We wanted an AI that truly remembers what you tell it, learns from usage, and evolves like a real assistant.

With CogniMemo, developers can add long-term, context-aware memory to any AI app using one simple API. No setup, no embeddings, no infra.
We’d love your feedback, ideas, and questions.
Thanks for supporting our launch!

— Volkan

Impressive launch, CogniMemo team. From a clarity & onboarding lens: when a user opens this for the first time, what’s the one belief you want them to hold in the first 10-15 seconds?
Is it:
• “This AI actually remembers me, not just our conversation.”
Or:
• “My past work lives in this system; I don’t have to start from zero.”
Because in memory-driven tools, the adoption lever isn’t features; it’s the user believing the system matches my mind. Curious how you’re shaping that first moment.

Hey everyone — Sami here, technical cofounder of Cognimemo.

Cognimemo is still in beta, and we’re building fast. Our goal isn’t just another “notes app with AI.” We’re trying to solve a deeper problem:
👉 Humans forget, and current tools force us to manually organize our minds.
That breaks. Every time.

We want Cognimemo to feel like a second brain that actually thinks, not just stores.

💡 The problem we are fighting

Most productivity tools assume the user will:

• Remember what they saved

• Tag it

• Categorize it

• Connect it

• Search for it later

But real life doesn’t work like that. Thoughts are messy. Information is chaotic. Memories are scattered across apps.

We’re trying to fix that by building a system that understands your memories as entities, relationships, tasks, context, and meaning — not just text blobs.

🚀 What’s next in our beta

Here’s what we're actively building:

⭐ Auto-categorization of memories

Every saved note, link, upload, or thought is automatically turned into structured cognition (ideas, tasks, events, projects, people, etc.)

⭐ Entity-based understanding

We’re building a system that recognizes recurring entities — like a project, a person, or a topic — and keeps everything about them connected automatically.

⭐ Memory Graph

A visual network that shows how your ideas, notes, tasks, and knowledge connect.
Think: your brain, drawn out.

⭐ Automatic task extraction

You drop a messy brain dump → Cognimemo extracts decisions, todos, reminders, and action items.

⭐ Smarter agents

An AI that watches your saved information and helps you stay organized without manual effort.

⭐ Imports from Notion, Obsidian, Apple Notes, Google Keep

A second brain is useless if it cannot import your first one.

⭐ Better file intelligence

Screenshots, PDFs, docs → structured, searchable, and linked to what you already know.

🎯 Our long-term vision

Cognimemo isn’t a notes app.

We’re building towards a cognition layer — a personal intelligence system that:

• Understands your life the way you do

• Identifies what matters without you telling it

• Connects ideas across time

• Surfaces insights you forgot

• Helps you think, plan, and remember

• Keeps your tasks aligned with your real projects

• Integrates into your workflow without friction

The end goal is simple:

👉 A system that helps you think clearly, remember everything, and stay organized without effort.

Not a database.
Not a wrapper.
Not an AI interface.
A genuine cognitive assistant.

🙏 We're just getting started

This is a true beta — expect rough edges, fast updates, and honest building-in-public energy.

We’d love feedback, feature requests, and brutal truth from real users.
We’re here to build something meaningful, and your feedback is part of the product.

Super clean launch. How might EaseMaster evolve into a shared easing library for design teams?

Congrats on the launch, UI looks great

Big 🏆 for the visuals. One of my favorite dev-tool brandings 👌👌👌

Go Bugster! So cool to follow your progress! Upvoted!

Quite amazing. I am eager to put this to the test.
But what kind of tests do you run? Can it test APIs and the frontend as well?

I’ve wasted a lot of time rerunning the same tests even though they’re important.
If Bugster can handle that, I’ll try it on my next project.

What are the top 3 things your users use this for? Im trying to understand where this fits into my stack, if its for me. 🙏

Congrats on the launch! I'm the non-technical cofounder on our team, but a lot of the conversations that I have with Chase, our CTO about testing revolve around the difficulties doing it since we are a 1-man dev team. This is a huge gap for smaller teams.

Impressive launch, Bugster team. From a clarity & onboarding lens: when a developer integrates Bugster for the first time, what’s the one belief you want them to hold in the first 10-15 seconds?
Is it:
• “My PRs don’t break unexpectedly anymore.”
Or:
• “This tool aligns with how I build, not how someone expects me to build.”
Because in QA tools the adoption hinge often isn’t features; it’s the developer believing the tool fits my workflow. Curious how you’re framing that moment for early users.

Impressive launch, DockBuddy Organizer team. From a clarity & onboarding lens: when a user opens DockBuddy for the first time, what’s the one belief you want them to hold in the first 10-15 seconds?
Is it:
• “I just found my assets in seconds—no digging needed.”
Or:
• “Organizing photos/videos doesn’t have to be painful anymore.”
Because in asset tools the biggest barrier isn’t features; it’s the user believing this will fix my mess now. Curious how you’re setting that up for first-time users.

This will be very useful for non-native speakers. Congrats!!

Great launch, AI Talk Coach team. From a clarity & onboarding lens: when a user opens the app for the first time, what’s the one belief you want them to hold in the first 10-15 seconds?
Is it:
• “I can actually speak with more confidence and clarity.”
Or:
• “This tool already understands how I speak and what I struggle with.”
Because in coaching tools the biggest adoption barrier isn’t features; it’s the user believing this can shape how I speak. Curious how you’re shaping that for first-time users.

If anyone wants to try this out with hybrid tooling, like Flutter, RN or something similar let me know so I can provided you with 100% off. I really want to learn if tool is accessible enough for this type of tooling system.

How does it work with streaming? isnt MCP mostly turn by turn? Prompt -> response. Can MCP listen passively?

Nice. Do you support PSD and CDR as export formats?

Nice! This is like lovable but for forms lol

This is really cool. I actually made a quick form just to try it out, and it was surprisingly simple. How does Dashform handle more advanced validation or conditional paths if someone wants something pretty custom?

Interesting! Can i embed this into my webflow website?

This look great!

Hey @jakeharr amazing news and congratulations on the launch! As a form user myself this is really really helpful! Really smart using AI - as I even asked the form to pick out 5 restaurants of my taste preference!

Question : Is there any email capture that you can auto embed on the form to see who responded to which options?

Easy to Use Love that

Can previous code data be recovered after the virtual machine is restored to a clean environment?

This looks super useful, especially for small teams and indie devs who don’t want to babysit macOS VMs and Xcode versions all day. The fact that ipabuild runs from Windows/Mac with zero local Xcode setup, auto‑handles certificates, dependencies, and multi‑version packaging is a big deal for anyone who’s ever been burned by signing hell or random CI/macOS glitches.

I also like that it supports multiple frameworks (native iOS, Flutter, React Native, etc.) and generates installable packages in real time--that’s exactly where a lot of “generic CI” solutions start to feel clunky.

The claim of cutting 80% of packaging/distribution time and already being used by 700+ companies is pretty impressive, and the 5 free IPA bundles is a smart, low-friction way to let people validate it in their own pipeline.

A few things I’d be curious about:

• How do you handle security around certificates/profiles in the cloud?

• Any plans for deeper CI/CD integrations (GitHub Actions, GitLab, Bitrise migration helpers, etc.)?

• Roadmap for supporting things like automatic release notes, dSYMs/symbol uploads, and store uploads?

Overall, this scratches a very real pain point in iOS dev. Bookmarked to try on our next project. 🚀

Hey producthunt friends 👋

We’re the developers behind ipabuild.

Every day at work, we spent hours setting up a macOS virtual machine for each client.

To be honest… most IPA building processes are still cumbersome today—it’s a huge waste of time, and we’d had enough of this inefficiency.

Configuring certificates means constant pitfalls, Compilation waits are so long they break your focus, Distributing test builds requires sending packages one by one, And compatibility with different iOS versions keeps causing errors.

So over the past few months, we built the tool we’ve always wanted—a more efficient solution for IPA building and distribution.

Introducing ipabuild 🎉—turning IPA building from "time-consuming hassle" to "one-click done".

ipabuild is a cloud-based compilation accelerator for iOS developers!

It lets you:

💻 Operate directly on Windows/MacOS—no local Mac/Xcode setup needed

⚡ Automatically handle dependency installation, certificate signing, and multi-version packaging

⏰ Support multiple frameworks (native iOS, Flutter, React Native, etc.) with real-time installable package generation

📊 For small-to-medium teams and indie developers alike—say goodbye to environment issues and ship packages fast!

We’re still in the rapid iteration phase, but ipabuild’s impact on development workflows is clear—it’s trusted by 700+ internet companies and saves them 80% of packaging and distribution time.

To celebrate the official launch, we’re offering 5 free IPA bundles for you to try risk-free.

If you’re satisfied, feel free to contact us to purchase. If you have any thoughts after trying it—whether it’s optimization suggestions, feature requests, or experience feedback—feel free to let us know.

Your voice is what drives ipabuild to get better 🙏

👉 Click here to try it now

🌐 Official website:

——👇👇👇——

https://www.ipabuild.com/en

Will the anti-association mechanism still work when I submit multiple compilation requests at the same time for different bundle IDs?

@gracehaha_lin
This solves a real daily frustration—setting up macOS VMs and wrestling with certificates is exactly the kind of time‑sink that slows down iOS teams. Turning IPA building into "one‑click done" is a sharp productivity leap.

A practical question: Are you initially targeting indie iOS/Flutter developers, or are you also seeing interest from mobile engineering teams at small‑medium tech companies who need to streamline their CI/CD pipeline?

(I ask because I work with developer tools and engineering teams on LinkedIn, where conversations about build automation and environment issues happen daily.)

Is ipabuild compatible with macOS 10.11 and earlier?

Is code obfuscation still necessary?

Will users' compilation records contain any code-related information?

Can l submit compilation requests simultaneously when logging in to the same account on multiple devices?

What development scenarios does ipabuild mainly serve?

Congratulations on the launch! I was still wondering, how does IPABUILD ensure code security and prevent leaks?

This looks genuinely interesting! Anything that promises to cut down on the Xcode/VM setup pain is worth a look. Definitely checking out those 5 free IPA bundles. Thanks for building this!

Does the compilation speed include IPA file generation and dovvnload time?

Congrats team!!! Also, my question for you guys is what key guarantees can ipabuild provide for app clone development?

Skipping boilerplate feels huge. Do you see Mayson evolving into a standard for rapid enterprise prototyping?