DevOps radar: agents and agent frameworks

Momentum based on available 7-day snapshots for DevOps: measured with two snapshots, estimated otherwise. Each value shows its own source window. This page reads stored snapshots only.

Radar filters

Tool ranking

Ranked by measured growth, normalized across sources. Raw values keep their source-specific window, shown under each tool; a change requires at least two snapshots from the last 7 days.

  1. 1

    Agent
    Active

    Secure environments for developers and their agents

    GoLicense: AGPL-3.0
    • agents
    • dev-tools
    • development-environment
    • go
    • golang

    githubmeasured growthOpen source ↗

    14 318GitHub stars+66 (+0.46 %)
  2. 2

    Agent
    Active

    DataBuff is an AI-native APM built on Opentelemetry，with multi-agent troubleshooting out of the box.

    JavaLicense: AGPL-3.0
    • aiops
    • apm
    • application-monitoring
    • devops
    • distributed-tracing

    githubmeasured growthOpen source ↗

    627GitHub stars+22 (+3.6 %)
  3. 3

    Agent
    Active

    Automation engine to build, test and ship any codebase. Runs locally, in CI, or directly in the cloud

    GoLicense: Apache-2.0
    • agents
    • caching
    • ci-cd
    • containers
    • continuous-deployment

    githubmeasured growthOpen source ↗

    16 219GitHub stars+21 (+0.13 %)
  4. 4

    Agent
    Active

    ZKE（Z Kubernetes Engine）：AI 原生的 Kubernetes 云操作环境，桌面式多集群控制台加受控 AIOps Agent，基于 Server + Agent 与 QUIC/mTLS，适用于私有云、混合云及边缘环境

    GoLicense: Apache-2.0
    • agent
    • ai-platform
    • aiops
    • cloud-native
    • cloudos

    githubmeasured growthOpen source ↗

    100GitHub stars+4 (+4.2 %)
  5. 5

    Agent
    Active

    eBPF-powered network observability for Kubernetes. Indexes L4/L7 traffic with full K8s context, decrypts TLS without keys. Queryable by AI agents via MCP and humans via dashboard.

    GoLicense: Apache-2.0
    • cloud-native
    • devops
    • docker
    • ebpf
    • golang

    githubmeasured growthOpen source ↗

    12 065GitHub stars+7 (+0.06 %)
  6. 6

    Agent
    Active

    BISHENG is an open LLM devops platform for next generation Enterprise AI applications. Powerful and comprehensive features include: GenAI workflow, RAG, Agent, Unified model management, Evaluation, SFT, Dataset Management, Enterprise-level…

    PythonLicense: Apache-2.0
    • agent
    • ai
    • chatbot
    • enterprise
    • finetune

    githubmeasured growthOpen source ↗

    11 912GitHub stars-1 (-0.008 %)

Learning resources

Ranked by measured growth, normalized across sources. These resources remain available separately and do not take part in the main tool ranking.

  1. 1

    agentconnect

    Agent
    ActiveOpen source ↗

    The open-source, multi-agent alternative to Claude Tag. @ any agent, wherever work happens, they work alongside your team, learning as they go.

    TypeScriptLicense: Apache-2.0
    • agent-client-protocol
    • agent-sandbox
    • ai-agent
    • claude-tag-alternative
    • codereview
    githubResourcemeasured growth
    1 083GitHub stars+931 (+612.5 %)

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