2024 - ongoing
SRE Agent: Autonomous Kubernetes Operations
Autonomous agent for Kubernetes incident detection, diagnosis, and mitigation using LLMs and modular workflows.
- Python
- LangChain
- LangGraph
- Kubernetes
- Prometheus
- +4
25Source
Projects by Marcello Martini built with Docker, across research, work and side projects.
Autonomous agent for Kubernetes incident detection, diagnosis, and mitigation using LLMs and modular workflows.
25Source
A retrieval agent that answers questions about my work with this website as its only source, re-indexed from the site's own corpus on every deploy.
1Source
Zigbee sensors, ESP8266 boards and Home Assistant running my house since 2017, now hosted on the home server, with voice control and no cloud.
An internal URL management platform for the NECST lab, with guided short links, ownership-aware conflict handling, bulk imports and passwordless access.