RunLLM
UnclaimedAI SRE that investigates incidents without runbooks—live in minutes
What is RunLLM?
Herald is an AI Site Reliability Engineer (SRE) that automatically investigates novel incidents without requiring pre-written runbooks. It builds a comprehensive context graph of your infrastructure, codebase, CI/CD pipelines, and data sources, then uses custom anomaly detection to identify issues before customers notice them. Herald delivers root cause analyses in minutes with 70%+ accuracy on novel incidents, enabling engineering teams to shift from reactive firefighting to proactive incident prevention.
Key Features of RunLLM
- Novel incident investigation without runbooks
- Custom anomaly detection models per data stream
- Automatic context graph building from infrastructure and codebase
- Multi-hypothesis evaluation for RCA
- Proactive issue detection before customer impact
- Secure CLI that runs on your laptop
- Learns from every investigation to prevent repeated mistakes
- No alert threshold tuning required
Who Should Use RunLLM?
Investigate infrastructure incidents for engineering teams
Automate RCA generation for novel failure modes
Prevent known incidents from recurring
Detect anomalies across observability data streams
Onboard new engineers with instant incident context
Reduce MTTR for B2B2C platform incidents
RunLLM: Pros & Cons
✓Pros
- 70%+ accuracy on novel incidents
- Results in days not months
- No runbook maintenance required
- Works on completely new failure modes
- Built by UC Berkeley PhDs and RISELab researchers
- Onboards and adapts quickly to infrastructure
- Predictive detection before alerts fire
- Token-efficient grounded investigation
Tags
Tool Details
- Company
- RunLLM, Inc.
- Pricing
- Free
- Category
- Ai Agents
- Added
- Jun 2026
- Last Updated
- Jun 2026
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