Open-source AI agent teams you can actually inspect. Debug every prompt, tool call, memory change, and agent interaction. Control permissions, edit context, and choose the model for each agent. Self-host for free. Stop guessing what your agents are doing.
Getting AI to handle long-running tasks reliably takes more than good prompts. There’s a lot of system design involved: figuring out how agents should work together, anticipating edge cases, and being able to debug and tune the system when things go wrong.
The goal is to make the whole system understandable, so you can trace how mistakes propagate between agents, fix the underlying causes, and see if your changes work.
We’re open-sourcing guilds.run because we’d like to see what other people built and share working team the solve real world use cases for long running agent collaboration
Coming next:
🧩 Recipe sharing: discover, reuse and share whole agent teams built by the community. ☁️ Hosted mode: the same product without managing your own infrastructure. Leave your email on guilds.run to get a seat when it opens.
If you like what you see, a ⭐ on GitHub helps a lot. We’re here all day, so tell us what breaks and what you’d build.
I've been using Grok Bot to monitor X for trends, viral topics, product mentions, and relevant conversations. Could I use guilds run to coordinate multiple agents across X, Reddit, LinkedIn, and Instagram? I want to have a spreedsheet with mentions of the topics/mentions etc.
Love the idea of being able to see what AI agents are actually doing. The debugging and permissions features look really useful. Congrats on the launch 🚀🙏🏻
As more non-developers start building with AI, we’ll need ways for them to understand and debug the systems they create. Interested to see where this goes.
We should thank @Jev for their great product too. If you have a typesafe key, then guilds.run use it for smart group chat message routing and context compression.
Seeing where an assumption went wrong as it passes between agents sounds useful. Being able to follow that trail would help with figuring out what to fix. Congrats on the launch, Emmanuel and Vincent!
3rd maker here! I have a PhD in cognitive science, and now I’m trying to understand what’s going on inside agent “brains.” 😅
Anyone who has run multi-agent setups knows the pain. One agent makes a wrong assumption, the next one treats it as fact, and 3 steps later you’re staring at a broken output with no idea where it went sideways. Most tools just hand you better prompts. guilds.run actually lets you see what happened.
What caught my attention:
🔍 Full visibility into every prompt, tool call, memory change and the group chat between agents 🛠 Studio reads your runs, finds the root cause and drafts a fix, and nothing goes live until you publish it ⚙️ Per-agent control over permissions, context and model 🆓 Open source and free to self-host, up and running with one docker command
Hi there! I’m not technical at all, yet within a few hours, I set up automated prospecting on LinkedIn. It searches for and invites prospects, sends personalized messages, and follows up.
About guilds.run on Product Hunt
“Create multi-agent workflows that you can trust”
guilds.run launched on Product Hunt on October 12th, 2026 and earned 158 upvotes and 30 comments, placing #5 on the daily leaderboard. Open-source AI agent teams you can actually inspect. Debug every prompt, tool call, memory change, and agent interaction. Control permissions, edit context, and choose the model for each agent. Self-host for free. Stop guessing what your agents are doing.
guilds.run was featured in Open Source (68.9k followers), Virtual Assistants (16.1k followers) and Bots (111k followers) on Product Hunt. Together, these topics include over 22.9k products, making this a competitive space to launch in.
Who hunted guilds.run?
guilds.run was hunted by Kate Ramakaieva and fmerian. A “hunter” on Product Hunt is the community member who submits a product to the platform — uploading the images, the link, and tagging the makers behind it. Hunters typically write the first comment explaining why a product is worth attention, and their followers are notified the moment they post. Around 79% of featured launches on Product Hunt are self-hunted by their makers, but a well-known hunter still acts as a signal of quality to the rest of the community. See the full all-time top hunters leaderboard to discover who is shaping the Product Hunt ecosystem.
Want to see how guilds.run stacked up against nearby launches in real time? Check out the live launch dashboard for upvote speed charts, proximity comparisons, and more analytics.
Kate Ramakaieva,
fmerian
Hey Product Hunt! 👋
Getting AI to handle long-running tasks reliably takes more than good prompts. There’s a lot of system design involved: figuring out how agents should work together, anticipating edge cases, and being able to debug and tune the system when things go wrong.
That’s why we built guilds.run.
The goal is to make the whole system understandable, so you can trace how mistakes propagate between agents, fix the underlying causes, and see if your changes work.
We’re open-sourcing guilds.run because we’d like to see what other people built and share working team the solve real world use cases for long running agent collaboration
Coming next:
🧩 Recipe sharing: discover, reuse and share whole agent teams built by the community.
☁️ Hosted mode: the same product without managing your own infrastructure. Leave your email on guilds.run to get a seat when it opens.
If you like what you see, a ⭐ on GitHub helps a lot. We’re here all day, so tell us what breaks and what you’d build.