Tracer-Cloud

    Tracer-Cloud/opensre

    #97 this week

    Build your own AI SRE agents. The open source toolkit for the AI era.

    monitoring
    observability
    ai-sre
    alerting
    datadog
    grafana
    incident-management
    Python
    Apache-2.0
    11.9K stars
    1.7K forks
    11.9K GitHub watchers
    Updated Oct 13, 2026
    View on GitHub

    Build with Backblaze B2

    SDKs, agent skills, IDE extensions, and reference pipelines from Backblaze Labs. All open source.

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    Where it stands

    Rank, growth pace and release cadence relative to everything GStars tracks.

    Ranks #97 of 2,845 repositories GStars tracks this week (top 3%).

    4 releases in the last 90 days, the latest 107 days ago, with 356 contributors on GitHub.

    Peaked at #16 in the weekly ranking the week of Apr 19, its best in the past year.

    Use Cases & Benefits

    • Build customizable AI site reliability engineering agents to investigate and resolve production incidents using an open-source Python framework.
    • Enables scalable, evidence-backed root cause analysis and automated remediation by integrating with 40+ cloud tools and observability platforms.
    • Use for automating incident investigation and root cause analysis across complex cloud infrastructure including Kubernetes and AWS services.
    • Use for training and benchmarking AI agents with synthetic and real-world incident simulations to improve production failure response.
    • Use for integrating AI-driven incident response workflows with communication tools like Slack and PagerDuty to streamline alert management.

    Should you depend on it?

    License terms, project hygiene and risks, from GitHub metadata and GStars' snapshots.

    License

    Apache 2.0

    Permissive: commercial use, modification and redistribution are allowed with attribution; includes an explicit patent grant from contributors.

    Community files

    • README: present
    • Contributing guide: present
    • Code of conduct: present

    Watch-outs

    No watch-outs from GStars' checks.

    General guidance from repository metadata, not legal advice. How we score

    From the README

    OpenSRE: Build Your Own AI SRE Agents

    The open-source framework for AI SRE agents, and the training and evaluation environment they need to improve. Connect the 40+ tools you already run, define your own workflows, and investigate incidents on your own infrastructure.

    When something breaks in production, the evidence is scattered across logs, metrics, traces, runbooks, and Slack threads. OpenSRE is an open-source framework for AI SRE agents that resolve production incidents, built to run on your own infrastructure.

    We do that because SWE-bench1 gave coding agents scalable training data and clear feedback. Production incident response still lacks an equivalent.

    Distributed failures are slower, noisier, and harder to simulate and evaluate than local code tasks, which is why AI SRE, and AI for production debugging more broadly, remains unsolved.

    OpenSRE is building that missing layer:

    an open reinforcement learning environment for agentic infrastructure incident response, with end-to-end tests and synthetic incident simulations for realistic production failures

    Our mission is to build AI SRE agents on top of this, scale it to thousands of realistic infrastructure failure scenarios, and establish OpenSRE as the benchmark and training ground for AI SRE.

    Excerpt from the Tracer-Cloud/opensre README on GitHub (Apache-2.0 license). © its authors.Read the full README on GitHub

    Daily snapshots

    Stars gained per day, and how forks and open issues moved, from GStars' daily snapshots

    Jul 28: +37Jul 29: +128Jul 30: +46Jul 31: +90Aug 1: +73Aug 2: +78Aug 3: +80Aug 4: +32Sep 18: +19Oct 3: +16Oct 4: +8Oct 7: +61Oct 8: +192Oct 9: +40Oct 10: +47Oct 11: +43Oct 12: +22Oct 13: +43Oct 14: +42

    +3,110 stars over 86 days across 26 snapshot days; best day +192 on Oct 8.

    Forks

    1.7K+531

    Open issues

    66-43

    Compared with peers in Monitoring

    Fastest-growing repositories GStars tracks in this cohort for the week of Oct 11, by 7-day star growth

    Tracer-Cloud/opensre compared with Monitoring repositories by stars, 7-day star growth, health score and last release
    RepositoryStars+7dHealthLast release
    Tracer-Cloud/opensre11.9K+49659107 days ago
    grafana/grafana77.3K+47752 days ago
    ClementTsang/bottom14.1K+0758 days ago
    teslamate-org/teslamate9.2K+07523 days ago
    aceberg/WatchYourLAN7.6K+010397 days ago
    coze-dev/coze-loop5.8K+075275 days ago
    Category median9.2K+075—

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