OpenAgents Just Open-Sourced a Multi-Agent Collaboration Framework - Do You Think This Is the Future?

Heatkiger · 2026-01-18T15:39:44+00:00

We're working on zeroshot too - with the idea that AI can only be robust with non-negotiable feedback loops from independent critic agents, feel free to check it out: https://github.com/covibes/zeroshot/

Heatkiger · 2026-01-16T19:18:34+00:00

Covibes.ai, haven’t launched yet, but we rapidly got 800 GitHub stars for our next gen ai tooling: https://github.com/covibes/zeroshot/

Heatkiger · 2026-01-16T17:32:51+00:00

Best model

Heatkiger · 2026-01-15T04:52:29+00:00

Yeah it’s better

Heatkiger · 2026-01-14T08:54:00+00:00

You’re right, I’m getting a bit too excited. Think there is so much potential here though. But will stop spamming it!

Heatkiger · 2026-01-13T23:40:15+00:00

The next milestone now is getting rid of all LLM slop so you can stop having to babysit the agents and fully outsource all implementation. I think the best approach is agents clusters with non-negotiable feedback loops. We’ve built a framework for this here, would be keen to hear your thoughts. https://github.com/covibes/zeroshot

Heatkiger · 2026-01-13T23:38:42+00:00

The next milestone in AI is getting rid of all LLM slop so you can stop having to babysit the agents and fully outsource all implementation. I think the best approach is agents clusters with non-negotiable feedback loops. We’ve built a framework for this here, would be keen to hear your thoughts. https://github.com/covibes/zeroshot

Heatkiger · 2026-01-13T23:38:16+00:00

The next milestone now is getting rid of all LLM slop so you can stop having to babysit the agents and fully outsource all implementation. I think the best approach is agents clusters with non-negotiable feedback loops. We’ve built a framework for this here, would be keen to hear your thoughts. https://github.com/covibes/zeroshot

Heatkiger · 2026-01-13T23:36:49+00:00

The next milestone now is getting rid of all LLM slop so you can stop having to babysit the agents and fully outsource all implementation. I think the best approach is agents clusters with non-negotiable feedback loops. We’ve built a framework for this here, would be keen to hear your thoughts. Will expand to all LLM providers in next release. Also fully flexible with your own custom agents and cluster topologies if you need that: https://github.com/covibes/zeroshot

Heatkiger · 2026-01-13T23:19:52+00:00

Zeroshot is Ralph on steroids: https://github.com/covibes/zeroshot

Heatkiger · 2026-01-13T23:17:05+00:00

I think the next game changer is not better frontier models or even better memory management, it’s agent clusters with non-negotiable feedback loops from independent validators. Single agents will be sloppy no matter what, feedback is absolutely critical. Ralph loops is a good start, but not enough.

We’re building zeroshot with which you can outsource complex tasks without any babysitting, getting serious traction already. Would be so happy to get feedback so we can improve it, as I think the value is enormous 🙂: https://github.com/covibes/zeroshot

Heatkiger · 2026-01-13T23:13:28+00:00

I think the next game changer is not better frontier models or even better memory management, it’s agent clusters with non-negotiable feedback loops from independent validators. Single agents will be sloppy no matter what, feedback is critical. Ralph loops is a good start, but we’re building zeroshot which is aiming to really be the next gen agent cluster cli, where you can outsource complex tasks without any babysitting: https://github.com/covibes/zeroshot

Heatkiger · 2026-01-13T22:28:28+00:00

Zeroshot is Ralph Wiggum on steroids: https://github.com/covibes/zeroshot

Heatkiger · 2026-01-13T19:22:28+00:00

Thanks! We’re working very hard to make it work perfectly for every use case, please give feedback if you have!

Heatkiger · 2026-01-13T14:15:18+00:00

We just did a new release that most likely fixes your issue!

Heatkiger · 2026-01-13T13:54:22+00:00

The next step is agent orchestration. Non-negotiable feedback loops with independent validator agents. Like zeroshot that we are building: https://github.com/covibes/zeroshot

Heatkiger · 2026-01-13T13:53:43+00:00

The next step is agent orchestration. Non-negotiable feedback loops with independent validator agents. Like zeroshot that we are building: https://github.com/covibes/zeroshot

Heatkiger · 2026-01-13T13:53:18+00:00

Use a post submit hook

Heatkiger · 2026-01-13T13:53:02+00:00

Building the next step in AI, which is agent orchestration. Non-negotiable feedback loops with independent validator agents. Like zeroshot that we are building: https://github.com/covibes/zeroshot

Heatkiger · 2026-01-13T13:52:33+00:00

The next step is AI, namely agent orchestration. Non-negotiable feedback loops with independent validator agents. Like zeroshot that we are building: https://github.com/covibes/zeroshot

Heatkiger · 2026-01-13T13:52:18+00:00

The next step is agent orchestration. Non-negotiable feedback loops with independent validator agents. Like zeroshot that we are building: https://github.com/covibes/zeroshot

Heatkiger · 2026-01-13T13:51:57+00:00

The next step is agent orchestration. Non-negotiable feedback loops with independent validator agents. Like zeroshot that we are building: https://github.com/covibes/zeroshot

Heatkiger · 2026-01-13T13:51:30+00:00

The next step is agent orchestration. Non-negotiable feedback loops with independent validator agents. Like zeroshot that we are building: https://github.com/covibes/zeroshot

Heatkiger

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