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Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
The Coordination Layer for Multi-Agent AI
| Date | Stars |
|---|---|
| 2026-07-31 | 578 |
| 2026-08-06 | 585 |
Today
+7 stars today
This week
— stars this week
This month
— stars this month
Momentum
88.0
growth rate 0.00%/day
<p align="center">
<picture>
<source media="(prefers-color-scheme: dark)" srcset="docs/assets/brand/logo-plate-dark.svg">
<img src="docs/assets/brand/logo-plate-light.svg" alt="Sympozium — agentic control plane, K8s-native" width="540">
</picture>
</p>
<p align="center">
<em>
Agents don't need better prompts. They need shared situational awareness.<br>
Sympozium is a <b>coordination layer</b> for multi-agent AI systems on Kubernetes —<br>
selective permeability, structured handoffs, and shared memory.<br>
Every agent is a Pod. Every policy is a CRD. Every execution is a Job.</em><br><br>
From the creator of <a href="https://github.com/k8sgpt-ai/k8sgpt">k8sgpt</a> and <a href="https://github.com/AlexsJones/llmfit">llmfit</a>
</p>
<p align="center">
<b>
This project is under active development. API's will change, things will break. Be brave.
<b />
</p>
<p align="center">
<a href="https://github.com/sympozium-ai/sympozium/actions"><img src="https://github.com/sympozium-ai/sympozium/actions/workflows/build.yaml/badge.svg" alt="Build"></a>
<a href="https://github.com/sympozium-ai/sympozium/releases/latest"><img src="https://img.shields.io/github/v/release/sympozium-ai/sympozium" alt="Release"></a>
<a href="LICENSE"><img src="https://img.shields.io/badge/license-MIT-blue" alt="License"></a>
</p>
<p align="center">
<img src="demo.gif" alt="Sympozium dashboard" width="800px;">
</p>
---
> **Full documentation:** [deploy.sympozium.ai/docs](https://deploy.sympozium.ai/docs/)
>
> **The problem this solves:** [The Sticky-Note Problem](https://axjns.dev/blog/sticky-note-problem) — why message-passing between agents breaks down, and what to build instead.
---
## The Problem
Most multi-agent systems communicate through messages — strings of tokens that one agent serialises and another deserialises. A detection agent spots a threat while a containment agent takes the server offline for maintenance. Neither knows what the other is doing. The breach is missed.
This is the **sticky-note problem**: agents passing notes instead of sharing a situational board. Kubernetes solved this for containers with a shared control plane. Agents need the same thing — not better message-passing, but **shared coordination infrastructure**.
Sympozium provides that infrastructure: a [synthetic membrane](https://zenodo.org/records/20070699) that wraps agent teams with selective permeability, shared memory, structured handoffs, and circuit breakers — all expressed as Kubernetes-native CRDs.
---
### Quick Install (macOS / Linux)
**Homebrew:**
```bash
brew tap sympozium-ai/sympozium
brew install sympozium
```
**Shell installer:**
```bash
curl -fsSL https://deploy.sympozium.ai/install.sh | sh
```
Then deploy to your cluster and activate your first agents:
```bash
sympozium install # deploys CRDs, controllers, and built-in Ensembles
sympozium # launch the TUI — go to Ensembles tab, press Enter to onboard
sympozium serve # open the web dashboard (port-forwards to the in-cluster UI)
```
### Advanced: Helm Chart
**Prerequisites:** [cert-manager](https://cert-manager.io/) (for webhook TLS):
```bash
kubectl apply -f https://github.com/cert-manager/cert-manager/releases/download/v1.17.1/cert-manager.yaml
```
Sympozium can be installed as two charts: `sympozium-crds` (the CRDs, so they can be upgraded) and `sympozium` (the control plane). Install the CRDs first, then the control plane:
```bash
helm repo add sympozium https://deploy.sympozium.ai/charts
helm repo update
helm upgrade --install sympozium-crds sympozium/sympozium-crds \
--namespace sympozium-system --create-namespace
helm upgrade --install sympozium sympozium/sympozium \
--namespace sympozium-system \
--skip-crds --set createNamespace=false
```
> `--skip-crds` on the second command assumes you installed `sympozium-crds`
> first. If you skip the CRDs chart, drop `--skip-crds` so the buExcerpt of 11,374 characters
Read on GitHub
Alex Jones · AWS · United Kingdom
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Matt Van Horn
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Would you bet a product on this? Bounded 0–100 and slow moving.
matched fp:c085176b5e67df48, topic:agentic, topic:agentic-ai, desc:multi-agent