Product Positioning & Context
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.
Related Ecosystem & Alternatives
Discover adjacent products, open-source repositories, and developer tools sharing similar technical architecture.
Deep-Dive FAQs
What is guilds.run?
guilds.run is a digital product or tool described as: The open-source Grok Bot alternative
Where did guilds.run originate?
Data for guilds.run was aggregated directly from the Product Hunt community ecosystem, representing raw developer and early-adopter sentiment.
When was guilds.run publicly launched?
The initial public indexing or launch date for guilds.run within our tracked developer communities was recorded on October 12, 2026.
How popular is guilds.run?
guilds.run has achieved measurable traction, logging over 101 traction score and facilitating 21 recorded discussions or engagements.
Which technical categories define guilds.run?
Based on metadata extraction, guilds.run is categorized under topics such as: Open Source, Virtual Assistants, Bots.
How does the creator describe guilds.run?
The original author or development team describes the product as follows: "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. Sel..."
Community Voice & Feedback
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.
Get started with: git clone https://github.com/CigaleAI/guil... && cd guilds && docker compose up --detach --wait
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.” 😅 Hope you like what we’re building!
Hey PH! 👋Super happy to be hunting guilds.run today.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 commandLove that the team is building in the open. Congrats @m4nuc and @vincent_cigale on the launch!
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.
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 collaborationComing 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.
Discovery Source
Product Hunt Aggregated via automated community intelligence tracking.
Tech Stack Dependencies
No direct open-source NPM package mentions detected in the product documentation.
Media Tractions & Mentions
No mainstream media stories specifically mentioning this product name have been intercepted yet.
Deep Research & Science
No direct peer-reviewed scientific literature matched with this product's architecture.
SaaS Metrics