PH热榜 | 2025-12-29

Hello everyone! 🙌

I'm so excited to finally launch Giselle and share it with all of you!

We built this for ourselves. There are countless AI workflow builders out there—but when we actually tried to use them for real work, something always felt off. Too complex to set up, too rigid to adapt, or too opaque to debug when things went wrong.

So we built what we actually wanted to use:

• A visual node editor where you can see your entire workflow at a glance

• Mix and match models from different providers in one canvas

• Real-time tracking so you know exactly what's happening

• Zero infrastructure headaches—just build and run

It's open source because we believe the best tools grow with their community.

If you've ever felt frustrated with existing AI workflow tools, give Giselle a try. We'd love to hear what you think.

And if you know of better products out there, please let us know! We're always looking to learn from great tools.

I'm Taka, CEO of the team behind Giselle. Today we're launching Giselle — a visual AI app builder designed for product teams.

Why we built this:

We started building Giselle over a year ago, back when GPT-3 was the standard and tools like CrewAI and n8n were just emerging. Our original goal was to bring LLM-powered automation to consulting and finance — domains drowning in research and documentation work.

But here's what we learned: getting "professional-grade" output quality was hard. Really hard. So we did what any stubborn team would do — we dogfooded relentlessly. We became our own zero-customer, using Giselle daily to build our own products.

That journey shaped what Giselle is today: an AI app builder optimized for product ops and GitHub-native workflows.

What makes Giselle different:

• GitHub as your vector store — Turn your repos, issues, PRs, and code into RAG-ready context with one click. No pipeline setup.

• Event-driven workflows — Trigger Giselle apps from GitHub events (new issue, PR comment, etc.). Build your own CodeRabbit-style review agent — no code required.

• Team-first, cloud-native — Apps you build are instantly shareable. Call them from a chat UI ("Stage") or directly from GitHub with custom slash commands (you define the command name).

What you can build:

• ✅ Automated PR review agents

• ✅ PRD drafters that pull context from your codebase

• ✅ Spec/docs updaters triggered by merged PRs

• ✅ Parallel workflows like Cursor or Claude Code — but for your whole team

Why this matters:

Tools like Cursor and Claude Code have supercharged individual developers. But teams still struggle to share that leverage. Giselle bridges that gap — not everyone needs to be a builder; one person's app becomes the whole team's productivity boost.

What's next:

Right now we're focused on product ops, but the path forward is clear. As we expand support for diverse document types and data sources, we expect Giselle to handle the consulting and professional services use cases we originally envisioned — research synthesis, client deliverables, knowledge management at scale.

In the near term, we're doubling down on two fronts:

• Visual builder improvements — Making it even easier to prototype AI apps without code

• Developer-facing features — Instant API access for any app you build, MCP (Model Context Protocol) support, app virtualization for complex compositions, and smoother paths to scale with LangChain when you're ready

We'd love your feedback. What workflows would you build first?

Hey Product Hunt 🙋‍♀️
We just launched Giselle — and I'm the designer behind it.

While our engineers were focused on making AI workflows safe to rely on — even when they run for hours — I obsessed over a different question:

What does it feel like to build one?

I spent way too much time on something most people won't consciously notice: the nodes. We designed them to feel like bright stars floating in space — vivid enough to stay readable as workflows grow, but calm enough not to overwhelm you.⭐️⭐️⭐️

My goal was simple: I wanted your workflows to look like something you'd actually want to show off — not just tolerate using.

I'd love to hear from you: What feels intuitive when you're building — and where do you still feel lost?✨

Looks very simple to use. I'm just wondering if you can build a workflow by writing a prompt, and will actually come up with the required nodes and suggest integrations?

This is mind-blowing! 🤯 The visual builder for chain-of-thought agents is exactly what the dev ecosystem needed.

I'm really curious about the 'GitHub-native' RAG part. How do you handle context limits when indexing massive repositories? Do you have intelligent chunking for code specifically?

Congrats on the launch, team!

Hits a nerve tbh. I’ve bounced off a bunch of workflow tools—too much setup, no clue when jobs hang. Open source + real-time view + mix providers sounds right. Gonna try it on a long-running scrape/summarize flow. Curious about retries/state.

I appreciate the open-source approach here. It makes it feel less like a black box and more like a tool I can actually trust and grow with.

I'm curiouse: What's the 3 coolest things that has been built with this?

Congrats on the launch, the focus on clarity and flexibility in a workflow really stands out.

Congrats on the launch! "Zero infra setup" is exactly what I've been looking for—most AI workflow tools are way too heavy or complex to just get started. The visual node editor looks super intuitive. Since it's open source, are you planning to add community-contributed nodes/integrations soon?

Hi Product Hunt 👋

I’m one of the creators of Giselle. Thanks for checking us out.

When we looked at existing AI workflow tools, they mostly fell into two camps.

Some are extremely easy to start with. You can build something quickly and see results right away — but once you try to use them for real work, they start to feel fragile. Long-running jobs and failures make you nervous, and it’s hard to understand what’s happening while they run.

Others are built for durable execution, with strong telemetry and observability. They’re powerful and reliable, but the first step is heavy, often requiring engineering effort before you can even try an idea.

We couldn’t find something that was easy to start and still safe to rely on.

That gap is exactly why we built Giselle.

Giselle lets you design AI-powered apps and workflows intuitively, while treating them as real jobs — with clear progress, structure, and visibility, even when they run for hours across many steps.

If you’ve ever felt that your AI workflow works “until you actually need to depend on it,” we’d love to hear your thoughts and feedback.

Hey Product Hunt 👋

I’m part of the Giselle team now, but I actually started as an external contributor.

Giselle is fully open source. My journey began with a simple typo fix. From there, I started contributing small features, got feedback, and gradually understood the system. Eventually, I was invited to work closely with the team on the core product.

We want to create that same experience for everyone. Whether you write code, share ideas, or report bugs, every contribution moves Giselle forward.

If you want to help shape the future of AI workflows, come join us! Giselle is the perfect place to start contributing to an AI project.

Looks cool! Thx for you guys build a easy-used workflow, which is really clear with input and output

Congrats on the launch! Building something you actually wanted to use really shows in how you’ve framed the problem. The focus on visibility and debuggability especially hits that’s where most workflow tools fall apart in real use.

I loved the neon sign-like effect, it made the content very easy to recognize! Is it possible to change the color of the cards inside as well? Looking forward to the launch!

Hey Product Hunt! 👋I’m Jack Gan, cofounder of BizCard — an Eink NFC business card that lets you share your profile with a simple tap without breaking eye contacts.

Over the past few years, I’ve worked on AI agents, but I kept noticing the same simple problem in real life:

even as digital tools got better, my in-person networking felt worse. 🤕

At conferences and meetups 🧑‍💼🧑‍💻, every “great conversation” ended the same way.

Someone said, “Let’s connect,” then we all pulled out our phones 📱, dug through LinkedIn, held up QR codes, waited for apps to load… and the moment was gone ⏳. I went home with dozens of “LinkedIn QR contacts” — and almost zero real follow-ups.

They felt like ghost contacts, not real connections.

BizCard is our attempt at a remedy 💡

With a simple tap on our Eink card, you can share your details instantly — no unlocking phones, no breaking eye contacts 👀🤝

You can customize what the card shows for different events or audiences, but the core idea is very simple:

Stay in the conversation while you exchange details.

With BizCard, you can walk into a trade show or meetup 🎪 and connect with 3, 5, or even 10 people in a row — without everyone inviting their phones into the interaction 🚫📱.

We’re launching an early batch 🚀 for people who are tired of ghost contacts and want more present, human networking ❤️

If this resonates with you, we’d love your feedback and support 🙏

We’ll be in the comments all day 💬 answering questions about the hardware, the design process, and how we’re using BizCard at our own events.

I appreciate both the problem @jack_gan and @haoran_fok are solving, and the solution.

This year, I’ve attended many tech events, and it’s always a drag to pull out my phone, open LinkedIn, hunt for my QR code or the scanner, and add a contact—only to end up with a ghost connection.

BizCard replaces your phone routine with an e‑ink NFC business card that lets people tap to connect, so you can stay focused and engaged in the conversation.

I especially appreciate that you can customize the shared information, including context about where and when you met, which reduces the chances of stacking up more ghost contacts that never materialize. 👻

Hey PH community 👋 — this is Henry, the event owner of BizCard.

How to get started 👇
1️⃣ Scan the QR code on our last gallery image or Click "Visit Website" to download BizCard app

2️⃣ Sign up and complete your profile
3️⃣ Fill out the "First batch users"Form inside the app

We’re giving away our first batch of AI business cards (valued at $200) to selected participants. All campaign details and selection criteria are available inside the app. If you believe real connections deserve better tools, we’d love your upvote and feedback.Let’s connect differently 🚀

Hey Product Hunt! So pumped to finally share BizCard with you all. 😊

I'm Kevin，the CPO of BizCard. 👋

I've lost count of how many great sparks died the moment we both started hunting for LinkedIn QR codes. The worst part? Days later, I'd look at a new contact and realize I'd completely lost the context of our conversation.

I designed BizCard to be a distraction-free bridge. A simple tap shares your info without breaking eye contact, while our AI captures the context in the background so you can focus on the person, not the screen.

If you believe networking should be more human and less about phone-fumbling, we'd love your support and an upvote! I'm also curious: What's your biggest pet peeve when meeting people at conferences? Let's chat in the comments! 🚀✨

I checked out BizCard at SuperAI in Singapore back in June and was genuinely impressed with the card and the interface. ✨ Excited to see you guys launch. Wishing the whole team a great run ahead! 🚀

As someone who attends weekly meetups, this could save me hours of post-event cleanup. Curious how well it handles short, chaotic conversations.

This would also be suitable for conferences. Any plans to team up with, e.g. WebSummit, Slush etc.?

I relate a lot to the ghost contacts part. So many great conversations… and then zero follow-ups later.

This feels like a simple and very human fix.

Congrats on the launch, Sounds very useful, will use this.

This idea really resonates. Pulling out a phone always breaks the flow of a good conversation.

Love the product and the creative team! Met @jack_gan at the Singapore FinTech Festival and picked up an NFC wristband. It’s super handy—I can link it directly to my WhatsApp and LinkedIn.

We always need better card, maybe vibe coding a webpage to introduce yourself can be a better way

At first I thought its an app but when I realized it's like an e-ink business card, it started to make sense. It's awesome that you can tap with it to share your contacts... I believe it works via NFC?

This would be huge in music. Conferences, showcases, backstage intros — half the time you never actually follow up because the moment breaks. Staying in the convo while sharing info is a great idea.

Cool! Its looks like a real-world Bonjour

This nails the awkward “wait, open LinkedIn, hold up QR” moment. E‑ink looks clean. How’s durability in a badge holder? And if someone’s NFC is off, does it fall back to a short URL? I’d try this at my next meetup.

this fits perfectly in meetings and events where pulling out a phone kills the vibe. Calm, quiet, and intentional.

Amazing Product！

I’ve lost so many leads because I forgot context — this hits hard.

I love how this product blends hardware and software without adding more distractions. The E-ink choice makes a lot of sense for real-world networking.

Is that powered by NFC?

2026 not over yet but still the stats and fun narratives put already are fun and inspiring for doing more next.

Fun! And crazy that I actually have stats — viva vibe coding!

Tried it on the train. Quick look at my 2025 commits. June slump shows, oof. Still too much JS. No login is nice. Saved the card, tossing in Slack later. Curious how it treats private repo activity. Bookmarking.

Love this, it’s a fun and surprisingly reflective way to look back at a year of building.

Such a cool project

Nice app ! The ui is very well done

Been limping along with Clocker. This looks like the grown-up replacement. The scroller + day/night strip makes sense. Team is SF↔Berlin, so one‑click join + privacy is clutch. Curious about DST weeks. Installing to save my 3am brain from timezone math.

Hey there! Cool Product! Made a short form video about it on all my socials! Love these niche little tools like this.

It's so convenient... Because the native Apple Clock app is just unusable, they failed to make such simple things, for example, it's impossible to show 4+ time zones on the iOS widget, and the time presented in the manual clock design. I hope you make an iPhone app one day!

This is helpful considering I'm in LA and my merch designer is in Sydney, AUS while my main video editor is in Russia haha. I'm always asking Siri what time it is in those places so I don't accidentally ping those guys and wake them. I'll check this out!

The day/night visualization is a nice touch. Has that actually changed how you schedule meetings across time zones?

Mac menu bar real estate is so valuable, so I love that this combines time zones and meetings in one spot! 🕒 Does it support syncing multiple calendars (like personal Google Cal + work Outlook) at the same time? That's always the struggle for me.

Loved this tool

@sandradjajic will love this tool! :D

Hi Product Hunt! We are the team at Blankline.

Like many of you, we saw Andrej Karpathy's tweet about feeling "left behind" as programmers. We felt it too. But we realized the problem isn't the engineers—it's the tools.

Standard AI coding tools hit a "Linearity Barrier." They predict the next token, then the next. But real engineering isn't linear; it's a tree of possibilities. If the model makes one mistake at step 5, the whole codebase is broken by step 50.

So we built Dropstone Horizon.

It’s not just a wrapper. It’s a neuro-symbolic runtime that spawns a Recursive Swarm of up to 10,000 "Scout" agents to explore divergent solution paths in the background.

• Scouts find the dead ends so you don't have to.

• The D3 Engine compresses the context so you can work for 24+ hours without the AI "forgetting" the plan.

We built this because we wanted an IDE that could actually think, not just guess.

We’d love your feedback on our Distributed Reasoning Architecture. Does this solve the context fatigue you feel in other tools?

LIVE DEMO: I’ll be demonstrating the core capabilities and real-world use cases of the D3 Engine shortly on X. Follow along here to see the engine in action: https://x.com/santosh_arron

10k agents in one tab sounds nuts. Horizon Mode for planning + the entropy thing for hallucinations… if it actually trims dumb paths before they happen, that’s a win. Curious how heavy it is on my laptop and if it plays nice with VS Code. Saving to poke later.

Love the "infinite possibility swarm maze runner approach" to finding the best possible solution. However, finding the best possible solution often involves intersecting trail and error with testing / logging. Not just simulating theoretical solutions. Miss that insight on step 5, and all future paths breaks, but youd never know about it. So the presented optimal solution in the end, is not only wrong, its probably very wrong and not even remotly related to initial ask. This might work for simple stuff thats easy to simulate, but hard problems are often hard because they are intertwined. But I guess this is more for solving hard problems that are solveable in "oneshot" attempts. That being said. This is really cool! What are some problems you have seen it solve that blew your mind? That normal AI agentic coders wouldnt even come close to solving.

Hey Product Hunt!
I'm Asaf, the maker of ExtraBar.
After creating DockFlow and ExtraDock - macOS apps that improve productivity and unlock unlimited options for Dock customization, I found a new issue in my workflow.

Yes, it is nice to have a complete workspace shift using DockFlow shortcuts, and to have multiple docks for different uses that hide and show whenever you need them, where you need them.

BUT sometimes you need to quickly open your personal Zoom meeting or a client's project when they message you, and you don't want to replace your entire workspace.
Looked at my macOS menu bar and found an incredibly large number of useless icons that I never use.
Most of the menu items in the apps that I use don't have what I need.

So this is how ExtraBar started to bake in my mind.
After a few months of exploration, learning the domain, three pivots for different solutions,
ExtraBar is live, and I can't live without it already.

I'm a developer who constantly switches between Code projects, jumps into Zoom meetings, checks Slack channels, and accesses Figma design.
The built-in menu bar made every one of these tasks slower than it should have been.
Click, navigate, search, click again. Repeat 50 times a day.

Apps like Bartender and Ice help hide icons, but they don't help you actually do things faster.
I wanted deep links, custom actions, and keyboard shortcuts without installing a dozen helper apps.

What makes it different:
Deep links that work:
Jump straight to Zoom meetings, Slack channels, Spotify playlists, Notion pages, Figma files, and Code projects. No more navigating through 5 levels of menus.

Real actions:
Run shell scripts, trigger Shortcuts, execute Terminal commands.
Every item has a customizable right-click menu with 16 action types.

ExtraBar runs in two modes:
Floating Bar (sleek, auto-hide window and customizable) or Inline Mode (native menu bar icons). Switch fast based on your workflow.

36+ app presets:
Smart defaults for dev tools, design apps, communication platforms, and productivity apps. Works out of the box.

Complete keyboard control:
Global hotkey, custom shortcuts for every action, zero mouse required.
Privacy-first: No network access. No data collection. Everything stays on your Mac.

Launch Special: €9.99 until January 31st (regular price €24.99)
Lifetime license. All future updates included. 14-day money-back guarantee.

Check the website at: https://extrabar.app.

I'd love your feedback:
What would make this even more helpful for your workflow?
Which apps would you like to see support deep link presets?
What actions are missing that you'd use daily?

Thanks for checking it out.
Happy to answer any questions.

Asaf

This one seems very convenient. It's so sad Apple has stopped caring about improving Mac usability! But it's so great that people are building it for high performers and shortcut lovers!

Congratulations on launching another fantastic app! Looks awesome!

Deep links + shell scripts in the menu bar is brilliant. 🤯 I've been using a mix of Raycast script commands and Shortcuts, but having a visual "dashboard" for actions right in the menu bar seems way faster for clicking between Zoom/Slack contexts. Is there a library of pre-built presets we can browse?

I tried it thanks to a friend’s recommendation, and it turned out to be the best product I didn’t know I needed. Having a visual UI for complex automated actions I previously had to do manually is a huge productivity boost - especially great for people with ADHD.

Really like the concept and simplicity

This is sick! gonna use this every time i reset my mac

Simple idea, strong execution. Makes Mac setups feel lightweight instead of exhausting 🚀

It's actually a great tool. You can monetize it with promotion deals and companies would beg you to include their software into the catalog if you manage to get a good traffic.

Congrats on the launch - this is a very developer-friendly idea. Turning the painful “new Mac setup day” into a single Homebrew command is simple but extremely valuable. I can see this being especially useful for teams standardizing onboarding or freelancers switching machines often. Curious if you’re planning to support saved setups or team-wide templates next.

Multi-language support alone makes this incredibly useful for research work. NotebookLM is great at understanding content, but managing it can feel clunky. This extension feels like it respects how people actually work with notes. Practical improvements > flashy features,every time.

Hi everyone!

Ai2 is back with a massive upgrade. If you liked the original Molmo for images, you are going to love this. Molmo 2 brings that same "pointing" capability to video.

The coolest part is how it handles Space + Time. You don't just get a text summary, you get exact timestamps and coordinates. Ask it "how many times did the ball hit the ground?" and it points to every single instance.

It reportedly outperforms Gemini 3 Pro in video tracking🤯, all while being trained on less than 1/8th of the data Meta used for PerceptionLM. That is some serious efficiency.

Congrats on the launch! Objaverse is an impressive contribution to the 3D and AI ecosystem. The scale and visual diversity of 800k+ annotated objects really stand out compared to existing repositories. This feels especially valuable for advancing embodied AI, robotics, and 3D generation research. Curious how you see the community contributing back or extending the dataset over time.

The app seems like a big solution! How much would it actually cost me to get 14 testers via your app?

I've launched my startup (plotsense) iOS app, but I'm still struggling to release it on play store because of 12-testers requirement. You have nailed down and solved a clean pain point. Thanks!

Wow! Super interesting. It's crucial at the launching time. Question here... why 12? Btw, I wish you all the best here!

I personally wanted a better way to review Claude Code plans and then annotate certain sections of plans and also share the plans with teammates. So I built plannotator. Source code is available through the GitHub link.

Plannotator is a Claude Code plug-in and works through hooks. It runs locally and doesn't talk to any external service. See the README on GitHub for installation details.

You can try a demo here: https://share.plannotator.ai/

If you ever share a plan, it's never stored on the back-end. In fact, I don't have a back-end. This is a static site. The share link is a static site. Sharing is inspired by Textarea.my - I compress the content and annotations into a base64 and then store that in the link.

https://github.com/backnotprop/plannotator

That's cool! Would it make sense at some point to have the entire Claude code accessible via web? UI is so much friendlier.

It can be very useful for giving out a business logic to the client or shipping code if you work in a large team. 👍🏻

This feels very founder-driven - fast like Cursor, but with real email analytics finally baked in. Makes a lot of sense. Does Sequenzy handle product-triggered emails too, or is it mainly focused on campaigns and sequences for now?

Transactional emails are a pain. Glad you decided to solve it.

Great product.. great launch.. all the best Nic.. Looking forward to trying it out for @OutlierKit 🙌

Good luck with the launch, Nic! That's a clever idea, and I know that the product is authentic because it grew out of your own needs

Hell yeah! Congrats on the launch :)

Wow! game changer!

We built multiple softwares for my clients, in healthcare, IoT, SaaS products. For all of them we ended up to the last "fine tuning" that required adding a support request form, from web and mobile apps. We created a form that simply sends an email to the support@clientdomain.com, and we thought it was enough. They wanted instead a bit more, so we started looking for the famous and well-known helpdesk tools. All our clients rejected them for these reasons:

1) Complicated to setup
2) Complicated to use
3) Too costly even for simple rare usage
4) Missing some simple but useful function (e.g. sending multiple notification email to listening accounts)

we offered to train our clients on how to use them, but they systematically refused.

That's when we decided to build our own ticketing system. We started with one client, and having seen him happy, we slowly scaled it to more, and finally we decided to make it public.

This story brought to what you see today at www.bluetickets.app.

This resonates a lot. Every helpdesk tool I’ve tried feels like overkill for simple support. Nice to see something more straightforward.

UGC production is such a pain point right now. Cool to see something that’s clearly built for ads, not just demos.

I didn’t know I wanted this! I'll definitely dig into this later. Now I feel pressure to keep my founder tree going haha.

Stop wasting time on backend infra for simple feedback forms and waitlists.

I just launched SheetSandbox—a high-performance API bridge that turns Google Sheets into your production database. GET/POST endpoints, zero-config, and zero data storage on our end. Your data stays where it belongs: in your spreadsheet.

Let me know your feedback on the application

This feels nice just opening it. No friction at all.

👋 Hey Product Finders!

I'm Naseeyat Gumaan, maker of gud.quest.

The problem We're solving:
Every day, millions of people have amazing conversations with ChatGPT/Claude. Then they close the tab and that knowledge disappears forever.

What gud.quest does:
- 💾 Save AI conversations publicly (like GitHub Gists for prompts)
- 🔍 Search 500+ existing conversations
- 🎯 Discover how experts prompt AI
- 📊 See what questions get the best answers

Why we built this:
I kept having great conversations with Claude about Redis architecture, startup strategy, etc. Wanted to reference them later → couldn't find them. Built this to scratch my own itch.

Current traction:
✓ 500+ conversations indexed
✓ Topics: Tech, MBA prep, startups, random curiosities & creativities
✓ Built on Railway + Cloudflare
✓ 100% bootstrapped

What makes us different from:
★ ChatGPT Shared Links → We're searchable + organized by topic
★ Quora → AI-generated answers, higher quality
★ PromptHero → Full conversations, not just prompts

Freely usable:
→ Chrome extension to save with 1-click
→ AI-powered conversation search
→ Community features (upvoting, collections)


Questions I'd love feedback on:
1. Would you pay for private conversation storage?
2. What's the ONE feature that would make you use this daily?
3. Which category interests you the most?

Thanks for checking us out! 🚀

Try it: gud.quest

I use this as a free tool, a draw to bring people in for something bigger. Just a thought.

I have installed the chrome extension.
Felt like this is what i needed the most.
Till now i was just copy pasting chats to share with my friends on whatsapp / telegram.
now i will just post on gud.quest and share the link.

During the 2025 Bangkok earthquake, I was running down a swaying skyscraper with one thought cutting through the panic:

If something happens to me… how will my family know where everything is?

My insurance. My bank accounts. What my dog is allergic to...

And the things I’d want my family to hear—if I wasn’t there to say them.

When I started looking for a solution, I was surprised: there was no simple, secure way to make sure the right information reaches the right people at the right time.

I wasn’t looking for a will software. I was looking for a simple way to make sure my loved ones wouldn’t be left guessing if something happened to me.

So we built lastnotes.io

It’s designed to store the things your family would need if you weren’t here—and release them only when they’re needed. Not sooner. Not to the wrong people.

We hope you never need it.

But if you ever do, we want it to be there—for the people who matter most.

We’d love your thoughts, questions, and feedback ❤️

This is definitely something for 2026 and beyond. I should get my dad to use it because as of now all the important family info is jotted down in a notebook somewhere in his house I'm pretty sure - ha! Wishing you success on this super helpful product!

This is a great idea, especially for people living abroad. However, I am wondering if I can trust you enough to put personal and sensitive info in there. Yet I really like the concept, and I will give it a shot. It seems like you have a free plan.