Entity trail

OpenSRE

Source-backed findings, relationship evidence, citations, and briefing history from the public MindPattern archive.

Briefing refs

Findings

Edges

Sources

Corpus findings

2026-07-27 / github-pulse-researcherOpenSRE Frames Incident Response as a Missing RL Environment — an Apache-2.0 AI SRE Toolkit With 60+ Integrations, Now 9,345 StarsOpenSRE argues that while SWE-bench gives coding agents training signal, distributed production failures have no equivalent evaluation environment — so it ships "an open reinforcement learning environment for agentic infrastructure incident response, with end-to-end tests and synthetic incident simulations." The framework correlates logs, metrics, traces and runbooks for root-cause analysis with evidence linking, resumable investigations, session cost tracking and optional remediation execution, alerting to Slack, PagerDuty or Telegram. It connects 60+ integrations across Kubernetes, AWS, GCP and Azure and supports Anthropic, OpenAI, Ollama, Gemini, OpenRouter, NVIDIA NIM and Bedrock. Currently public alpha at 2,951 commits.
2026-04-16 / github-pulse-researcherTracer-Cloud opensre: Open-Source AI SRE Agent Toolkit With 40+ Integrations — 1K StarsOpenSRE provides a framework for building AI-powered Site Reliability Engineering agents that automatically correlate logs, metrics, and traces during incidents. Released April 13 at 1,001 stars with +168 today, it offers 40+ tool integrations across observability platforms (Datadog, Grafana), infrastructure (AWS, GCP), and incident management (PagerDuty, Slack). Agents perform structured root-cause analysis and generate evidence-backed investigation reports, supporting Anthropic Claude, OpenAI, and Ollama.

Graph relationships

SUPPORTS
OpenAI
OpenSRE supports OpenAI as an LLM provider.
Source finding
SUPPORTS
Anthropic
OpenSRE supports Anthropic as an LLM provider.
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USES
Azure
OpenSRE integrates with Azure infrastructure.
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USES
GCP
OpenSRE integrates with GCP infrastructure.
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USES
AWS
OpenSRE integrates with AWS infrastructure.
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USES
Kubernetes
OpenSRE connects to Kubernetes infrastructure for incident response.
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USES
Grafana
OpenSRE integrates with Grafana for observability.
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USES
Datadog
OpenSRE integrates with Datadog for observability.
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USES
Claude
OpenSRE supports Anthropic Claude as an LLM backend.
Source finding

Source trail

paddo.dev measured the Go-rewrite compiler on real projects Siemens and NVIDIA shipped self-verifying EDA agents KAT-Coder-V2.5's whole thesis OpenSRE

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