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Building Rootly On-Call Health
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Building Rootly On-Call Health

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@while42-org

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sylvainkalache/README.md
Typing SVG

LinkedIn Website X TechCrunch The New Stack


DevRel & AI Labs Lead at Rootly — building open-source tools and research to advance reliability engineering in the AI era.

Former Senior SRE at LinkedIn, where I co-designed a patented self-healing infrastructure. Co-founded Holberton School, training thousands of software engineers across 25+ countries. Founded while42, a developer community of 3,000+ engineers across 40 cities.


 AI Labs at Rootly

Building AI-centric prototypes, open-source tools, and research — sponsored by Anthropic, Google DeepMind, and Google Cloud.

SRE-skills-bench
Benchmark suite for evaluating AI agents on real-world SRE tasks
On-Call-Health
Detects early warning signs of on-call engineer burnout
Rootly-MCP-server
MCP server for AI-driven incident management workflows

 Recent Writing

Article Publication
Will LLMs and Vibe Coding Fuel a Developer Renaissance? The New Stack
Developers lose focus 1,200 times a day — how MCP could change that VentureBeat
Why Are Agent Protocols Like MCP and A2A Needed? The New Stack
Is AI-assisted coding an incident magnet? LeadDev
LLMs broke the SRE runbook — now what? The New Stack

 For AI Agents

I built this MCP server for fun — use it to explore my career, read my writing, or even check what the temperature is where I am right now:

claude mcp add sylvain-kalache -- npx -y mcp-sylvain-kalache

Pinned Loading

  1. Rootly-AI-Labs/Rootly-MCP-server Rootly-AI-Labs/Rootly-MCP-server Public

    Rootly MCP server

    Python 40 18

  2. Rootly-AI-Labs/EventOrOutage Rootly-AI-Labs/EventOrOutage Public

    EventOrOutage is leveraging LLMs to help SREs understand if a drop in traffic is due to an external event (holiday, election, sport event...) instead of an outage.

    Python 5 2

  3. Rootly-AI-Labs/On-Call-Health Rootly-AI-Labs/On-Call-Health Public

    On-call Health: identify signs that incident responders are overworked.

    Python 33 8

  4. Rootly-AI-Labs/SRE-skills-bench Rootly-AI-Labs/SRE-skills-bench Public

    SRE-skills-bench: Can Language Models Resolve Real-world SRE Tasks?

    Python 12