Agentic Index

The best SRE and DevOps agents in 2026, ranked

The best SRE and DevOps agents of 2026 are Kubiya, NudgeBee, and AppFactor, ranked by verified capability coverage on the Agentic Index. All 36 researched vendors in the category are scored against the same 14 capabilities, and Kubiya documents the broadest coverage at 12.0 out of 14.

Agentic Index ranks all 36 SRE and DevOps agents in its index by verified capability coverage. These are agents that investigate incidents, find root causes, and help resolve production issues. Each vendor is scored across the same 14 point taxonomy used throughout the index, most recently verified on 2026-07-22, and this ranking recomputes automatically as new research is verified.

Buyers also search this category as AI SRE agents, agentic incident response tools, and AI root cause analysis platforms.

Scored on 14 buyer facing capabilities researched from public sources. No vendor pays for placement. How this ranking works

Best SRE and DevOps agents by buyer need

Best for production reliability

AppFactor

Documents 2.0 of 2 on testing and observability, and 11.5 of 14 overall.

Best for regulated and governed deployments

NudgeBee

Documents 3.0 of 3 on security, auditability, and human oversight, and 12.0 of 14 overall.

Best for complex multi step work

Kubiya

Documents 3.0 of 3 on orchestration, memory, and knowledge grounding, and 12.0 of 14 overall.

Best for developer extensibility

Bluebricks

Documents 2.0 of 2 on APIs, MCP support, and tool calling, and 11.5 of 14 overall.

Each segment names the vendor with the most documented coverage on the criteria that segment depends on, computed from the same research as the ranking below. A vendor appears once, in its strongest segment.

1. 1

   K

   Kubiya12.0 / 14

   Agentic engineering platform with natural language Slack and Teams commands, Terraform and CI/CD automation and role based access control.

2. 2

   N

   NudgeBee12.0 / 14

   AI agentic platform for SRE, FinOps and Cloud Ops: NuBi the SRE agent plus more than 30 prebuilt cloud ops agents on a semantic knowledge graph that triage, root cause and execute fixes through pull requests and runbooks, with self hosting, bring your own model and full human in the loop guardrails.

   Full coverage on APIs / SDKs / MCP Extensibility and Observability & Auditability and 9 more. No documented coverage on Browser / Computer-use.

3. 3

   A

   AppFactor11.5 / 14

   Agentic orchestration platform that autonomously maintains and modernises enterprise software, from discovery and refactoring to test generation and cloud deployment, gated by pull requests.

   Full coverage on Integrations & Tool Calling and Observability & Auditability and 8 more. No documented coverage on Browser / Computer-use.

4. 4

   B

   Bluebricks11.5 / 14

   Context and control layer that lets AI agents operate cloud infrastructure safely, grounding them in a live cloud graph and routing every change through governed plan, approve, and apply orchestration.

   Full coverage on Prebuilt Agents / Templates / Packs and Triggers & Channel Coverage and 8 more. No documented coverage on Browser / Computer-use.

5. 5

   H

   Hyground11.5 / 14

   Data sovereign, self hosted AI SRE agent that runs bring your own model on the customer's own Kubernetes infrastructure, investigating incidents and cutting MTTR with human governed actions.

   Full coverage on Security, Identity & Governance and Observability & Auditability and 8 more. No documented coverage on Browser / Computer-use.

6. 6

   P

   PagerDuty11.0 / 14

   AI first operations cloud for incident management whose PagerDuty Advance agents (SRE, Scribe, Shift, and Insights) triage, mobilize, resolve, and learn across the full incident lifecycle, with shared agent memory, mandatory human oversight, and a native MCP server across 750 plus integrations.

7. 7

   A

   Avesha10.5 / 14

   Autonomous AI SRE platform whose coordinated agent swarm monitors, diagnoses, and remediates issues across Kubernetes and cloud, with root cause analysis, auto remediation, and GPU orchestration.

   Full coverage on Triggers & Channel Coverage and Memory & State Persistence and 7 more. No documented coverage on Browser / Computer-use and Model Flexibility & Routing.

8. 8

   R

   RunWhen10.5 / 14

   Platform for SRE agent orchestration and automated troubleshooting workflows.

9. 9

   T

   TierZero10.5 / 14

   Autonomous infrastructure issue management that auto investigates, triages and resolves production issues.

10. 10

    S

    Seemplicity10.0 / 14

    Agentic exposure action platform that turns security findings into prioritized, auto-routed, and tracked remediation fixes, with a suite of AI agents for security teams.

11. 11

    S

    Sherlocks.ai10.0 / 14

    AI native SRE assistant that correlates observability signals for incident response, root cause and outage prevention, with institutional memory.

12. 12

    K

    Komodor9.5 / 14

    Autonomous AI SRE for Kubernetes whose Klaudia agent detects, investigates and remediates cluster issues and folds cloud cost into the reliability loop. Named a Representative Vendor in Gartner's 2026 AI SRE Tooling Market Guide.

13. 13

    W

    Wild Moose9.5 / 14

    AI first responder for production incidents that investigates across observability signals and surfaces root cause in under a minute.

14. 14

    C

    Chamber9.0 / 14

    AIOps agent for ML teams that puts GPU infrastructure on autopilot: Chambie monitors, root causes and autonomously fixes failed training runs, reruns from checkpoint, and right sizes and schedules GPU workloads across clouds, deployed inside your own cluster.

    Full coverage on Observability & Auditability and APIs / SDKs / MCP Extensibility and 4 more. No documented coverage on Browser / Computer-use and Model Flexibility & Routing.

15. 15

    D

    Doctor Droid9.0 / 14

    AI SRE agent with an investigation knowledge graph, PlayBooks automation and an AlertOps Slack bot for incident triage and root cause.

16. 16

    i

    incident.io9.0 / 14

    All in one incident management platform in Slack and Teams with a first class AI SRE that investigates incidents and drafts fixes, fully public pricing, and AI included from the Pro plan.

17. 17

    R

    Resolve AI9.0 / 14

    Most heavily funded autonomous AI SRE, targeting 80 percent autonomous resolution with a multi agent parallel hypothesis team, a self learning knowledge graph, and REST plus MCP APIs.

18. 18

    R

    Rootly9.0 / 14

    AI native incident management platform whose AI SRE runs parallel hypothesis checks for confidence scored root cause, with strong MCP and IDE extensibility and open model benchmarks.

19. 19

    Z

    ZEST Security9.0 / 14

    Agentic AI cloud risk resolution platform whose multi agent system turns CSPM and CNAPP findings into validated, code based remediation paths, simulated on a digital twin, with read only access.

    Full coverage on Workflow Orchestration and Knowledge Grounding & RAG and 5 more. No documented coverage on Browser / Computer-use and APIs / SDKs / MCP Extensibility and 1 more.

20. 20

    A

    Alertd8.5 / 14

    Agentic AI SRE and DevOps platform for AWS that analyzes cost, security, compliance, and performance in plain English and generates human approved fix runbooks.

    Full coverage on Integrations & Tool Calling and Human Oversight & Guardrails and 4 more. No documented coverage on Browser / Computer-use and APIs / SDKs / MCP Extensibility and 1 more.

21. 21

    A

    Anyshift8.5 / 14

    AI SRE agent that investigates production incidents by tracing changes across a versioned infrastructure graph to find root cause.

22. 22

    B

    Better Stack8.5 / 14

    AI native incident management with built in on call and status pages, plus an AI SRE that runs eBPF based service map and log analysis for root cause and proposes hypotheses without taking action without approval.

23. 23

    M

    Metoro8.5 / 14

    Kubernetes native observability with eBPF telemetry and an AI SRE agent, Guardian, that finds root cause and opens fix pull requests.

24. 24

    M

    Middleware8.5 / 14

    Full stack observability whose OpsAI SRE agent detects issues across APM, RUM, logs and Kubernetes, traces errors to the line via GitHub MCP and opens or auto applies fix pull requests.

25. 25

    Ciroos AI8.0 / 14

    Multi agent AI SRE teammate built on MCP and A2A architectures for extensible cross tool incident orchestration.

26. 26

    Harness8.0 / 14

    Harness AI SRE is a human aware change agent with an AI Scribe that captures Slack, Teams and Zoom signals and correlates them with system changes across the Harness DevOps platform.

27. 27

    NeuBird8.0 / 14

    Autonomous AI SRE built on an Agentic Context Engine that reasons over telemetry as typed tables, with a Falcon agent adding predictive prevention up to 72 hours ahead.

28. 28

    SRE.ai8.0 / 14

    Natural language AI agents that automate enterprise DevOps workflows including on call, CI/CD and testing.

29. 29

    Traversal8.0 / 14

    Enterprise AI SRE built on a causal Production World Model and Causal Search Engine, with confidence tiered root cause, on premise support, and bring your own model.

30. 30

    Phoebe7.5 / 14

    Predictive AI SRE that forecasts incidents from leading indicators and generates pre-emptive fixes using multi agent swarms.

31. 31

    Kura7.0 / 14

    AI DevOps copilot for AWS cloud infrastructure management and incident response.

32. 32

    Parity7.0 / 14

    AI agent for cloud infrastructure reliability and Kubernetes operations that detects and explains production regressions after deploys.

33. 33

    Causely6.5 / 14

    Causal reasoning engine that infers the single root cause of an alert storm using causal relationships rather than correlation, auto discovering the environment with no setup.

34. 34

    Cleric6.5 / 14

    Safety first AI SRE that investigates alerts read only and delivers root cause to Slack in about five minutes, requiring human approval before any remediation.

35. 35

    Beeps6.0 / 14

    Agent native on call platform that routes incidents to humans and AI agents in parallel, with schedules as code and command line triage, priced per active relay.

36. 36

    Cased6.0 / 14

    AI infrastructure automation with pre configured agents, agent first telemetry, a public API, and an open source continuous deployment dashboard.

    Full coverage on Integrations & Tool Calling and Observability & Auditability and 1 more. No documented coverage on Memory & State Persistence and Security, Identity & Governance and 3 more.