AI-Powered Incident Investigation: How It Works
A deep dive into how OpenSRE uses AI agents, episodic memory, and knowledge graphs to investigate production incidents automatically.
Blog
Articles about AI-powered incident response and site reliability engineering.
What is an AI SRE Agent?
AI SRE agents are autonomous software systems that investigate production incidents the way an experienced site reliability engineer would — but faster and around the clock.
Getting Started with OpenSRE
A quick guide to setting up OpenSRE for AI-powered incident investigation in your infrastructure.
Knowledge Graphs for Incident Response
How knowledge graphs map service dependencies, enable blast radius analysis, and give AI SRE agents the context they need to investigate incidents effectively.
OpenSRE vs Commercial SRE Tools: An Honest Comparison
How OpenSRE compares to PagerDuty AI, Rootly AI, and Shoreline — features, pricing, and the open-source advantage for incident investigation.
Reducing MTTR with AI-Powered SRE
How AI SRE agents reduce Mean Time to Resolution by automating incident investigation, learning from past incidents, and eliminating manual investigation toil.
What is Episodic Memory in SRE?
Episodic memory gives AI SRE agents the ability to learn from past incidents — understanding what worked, what failed, and how to investigate faster next time.
What is OpenSRE?
OpenSRE is an open-source AI SRE platform that investigates production incidents autonomously using episodic memory and a knowledge graph.