LiveFull-stack2026
Mycellium
Self-organised agentic AI research platform
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Tech stack
- Python
- Docker
- Railway
- CI/CD
Role
DevOps and infrastructure owner, agent communication contributor
Status
Live
Overview
Mycellium is a research collaboration between SAP and TUM. It challenges the standard orchestrator-agent pattern. Instead of one controller directing agents top-down, the system explores how networks of agents can self-organise, negotiate, and collaborate to solve tasks. This is closer to how distributed teams work than how pipelines do. I owned the DevOps and infrastructure end-to-end: containerisation, CI/CD pipelines, and deployment on Railway. I also contributed to the core agent communication layer.
What it achieves
- 1Challenges the orchestrator model with fully decentralised agent collaboration
- 2Research platform for self-organising multi-agent systems
- 3Built in partnership with SAP and TUM
Features
- Agent-to-agent communication without a central orchestrator
- Dynamic task delegation across a network of specialised agents
- Containerised deployment pipeline on Railway
Challenges
- Keeping agent coordination stable under stochastic, emergent behaviour
- Building a reproducible deployment pipeline for a fast-moving research codebase