Agentic Index

The best SRE and DevOps agents in 2026, ranked

The best SRE and DevOps agents of 2026 are Cognition, Komodor, and Fabrix.ai, ranked by verified capability coverage on the Agentic Index. All 39 researched vendors in the category are scored against the same 14 capabilities, and Cognition documents the broadest coverage at 13.5 out of 14.

Agentic Index ranks all 39 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 2026-10-28, 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

Komodor

Documents 2.0 of 2 on testing and observability, and 13.0 of 14 overall.

Best for regulated and governed deployments

Cognition

Documents 3.0 of 3 on security, auditability, and human oversight, and 13.5 of 14 overall.

Best for complex multi step work

Edge Delta

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

Best for developer extensibility

Fabrix.ai

Documents 2.0 of 2 on APIs, MCP support, and tool calling, and 12.5 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

   C

   Cognition13.5 / 14

   Maker of Devin, an autonomous AI software engineer. Devin Desktop adds an Agent Command Center, Spaces for multi agent context sharing, and ACP support, so one developer can manage several agents from one place. Devin Oncall triages production incidents to a root cause.

2. 2

   K

   Komodor13.0 / 14

   Agentic operations platform for Kubernetes and cloud: ready to run AI SRE, cost and software operations agents plus customer built agents, run on a shared memory and knowledge graph with HITL approvals and a full audit trail.

3. 3

   F

   Fabrix.ai12.5 / 14

   Agentic AI operational intelligence platform for ITOps, NetOps and SecOps, where a continuously updated enterprise knowledge graph grounds the agents, a control plane traces and approves what they do, and a no code orchestrator runs them across named observability, ITSM, network and cloud systems.

4. 4

   E

   Edge Delta12.0 / 14

   Agentic observability platform whose AI Teammates, coordinated by the OnCall AI super agent, autonomously triage alerts, run root cause analysis, review code and PRs, and file tickets across SRE, security, and DevOps work, grounded in real time telemetry.

5. 5

   H

   Hyground12.0 / 14

   Hyground is a self hosted AI SRE agent for European enterprises that runs from one Helm chart in the customer's cluster on the customer's own models, investigates alerts the moment they fire, and asks before any write action.

   Full coverage on Model Flexibility & Routing and Triggers & Channel Coverage and 8 more.

6. 6

   C

   Corelayer11.5 / 14

   AI-native production support and AI SRE platform for regulated, industries whose agents monitor infrastructure and underlying data, root-cause incidents with cited evidence in minutes, and feed production context to coding agents.

   Full coverage on APIs / SDKs / MCP Extensibility and Model Flexibility & Routing and 9 more. No documented coverage on Browser / Computer-use and Testing, Debugging & Optimization.

7. 7

   D

   Doctor Droid11.5 / 14

   AI SRE agent that investigates alerts end to end on a live knowledge graph of the stack, remediates through approved runbooks, and runs in the cloud or the customer's VPC with bring your own LLM.

8. 8

   I

   Itential11.5 / 14

   Agentic orchestration platform for network and infrastructure operations where AI reasons and proposes but never touches infrastructure directly. Every human, workflow or agent action executes through one governed engine with RBAC, approval gates, blast radius limits, validation, rollback and immutable audit trails.

9. 9

   K

   Kubiya11.5 / 14

   Agentic engineering platform for DevOps and platform teams that runs agents and teams of agents on a self hostable control plane, with a context graph, cognitive memory, OPA policies, scheduled and webhook jobs, and an API, SDK and MCP server.

10. 10

    N

    NudgeBee11.5 / 14

    Agentic platform for day 2 cloud operations that offers AI-SRE, AI-FinOps, AI-K8s Ops and AI-CloudOps assistants plus 50+ prebuilt cloud ops agents on a knowledge graph, with human gated changes, bring your own model and self hosting.

    Full coverage on Model Flexibility & Routing and Triggers & Channel Coverage and 8 more. No documented coverage on Browser / Computer-use.

11. 11

    T

    TierZero11.5 / 14

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

12. 12

    N

    NeuBird11.0 / 14

    Agentic reliability platform whose AI SRE agents investigate production alerts across 50+ tools in place, with approval gated write access, customer governed model routing and an MCP server.

13. 13

    R

    Resolve AI11.0 / 14

    AI SRE that goes on call for engineering teams: a team of specialized agents triages alerts and investigates incidents in parallel, background agents run operational tasks, and actions wait for human approval by default.

14. 14

    B

    Bluebricks10.5 / 14

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

    Full coverage on APIs / SDKs / MCP Extensibility and Triggers & Channel Coverage and 7 more. No documented coverage on Browser / Computer-use and Model Flexibility & Routing.

15. 15

    P

    PagerDuty10.5 / 14

    Incident management and operations platform whose AI agents (SRE, Scribe, Shift and Insights) triage, document, cover shifts and analyze incidents, with approval before remediation and service scoped agent memory.

16. 16

    R

    Rootly10.5 / 14

    AI native incident management platform whose AI SRE auto-runs on matching alerts, tests competing hypotheses over a knowledge graph with a logged tool call trail, and keeps team scoped memory.

17. 17

    T

    Traversal10.5 / 14

    Enterprise AI SRE built on a continuously updated causal Production World Model, with proactive Workers in Slack and Teams, approval gated memories, bring your own model and on premises or BYOC deployment.

18. 18

    C

    Cleric10.0 / 14

    AI SRE that verifies each change after merge against live production, investigates alerts read only, and hands fix pull requests to engineers, with memories that carry context between investigations.

19. 19

    i

    incident.io10.0 / 14

    Incident management platform in Slack and Teams with an AI investigation agent that works incidents from declaration, public per user pricing, and root cause analysis from the Pro plan.

20. 20

    R

    RunWhen10.0 / 14

    AI SRE platform whose assistants investigate issues and run troubleshooting Skills from a public registry of about 900, in chat or in the background on events and schedules, hosted, hybrid or self hosted.

21. 21

    A

    AppFactor9.5 / 14

    Agentic platform that runs persistent agents across an enterprise application estate, interrogating running systems to discover, assess, modernize, build, deploy and maintain software continuously, with every change shipped as a pull request a human signs.

    Full coverage on Triggers & Channel Coverage and Prebuilt Agents / Templates / Packs and 7 more. No documented coverage on Browser / Computer-use and APIs / SDKs / MCP Extensibility and 2 more.

22. 22

    A

    Avesha9.5 / 14

    Obliq, Avesha's autonomous AI SRE for Kubernetes and agentic workloads: agents watch CI and telemetry, synthesize root cause and execute rollbacks, replica bursts or config patches under risk scores and policy as code.

    Full coverage on Model Flexibility & Routing and Triggers & Channel Coverage and 4 more. No documented coverage on Browser / Computer-use.

23. 23

    B

    Better Stack9.5 / 14

    Better Stack offers incident management with built in on call, status pages and telemetry, plus an AI SRE that runs root cause analysis on an eBPF service map and never acts without approval, with public per license and per token pricing.

24. 24

    C

    Causely9.5 / 14

    Causal reasoning platform that infers root cause and blast radius from a causal model of the environment, for SRE teams and their AI agents through an MCP server and a GraphQL API.

25. 25

    Chamber9.5 / 14

    AIOps agent for ML teams: Chambie runs in the customer's own GPU cluster, diagnoses failed training jobs, applies typed fixes under risk tiered Slack approvals, and reclaims idle GPUs.

    Full coverage on APIs / SDKs / MCP Extensibility and Triggers & Channel Coverage and 5 more. No documented coverage on Browser / Computer-use and Model Flexibility & Routing.

26. 26

    Metoro9.0 / 14

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

27. 27

    Anyshift8.5 / 14

    AI SRE built on a versioned knowledge graph of infrastructure, apps and team tools: its agent Annie runs root cause analysis automatically on PagerDuty and incident.io incidents and proposes fixes as pull requests on request.

28. 28

    Seemplicity8.5 / 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.

29. 29

    AlertD8.0 / 14

    AI agents for AWS operations that run read only in the customer's VPC and cover security, compliance, cost, performance and LLM spend over a live cloud graph, proposing fixes as diffs for the customer's pipeline.

    Full coverage on Model Flexibility & Routing and Triggers & Channel Coverage and 3 more. No documented coverage on Browser / Computer-use and Testing, Debugging & Optimization and 1 more.

30. 30

    Cased8.0 / 14

    AI workflows for infrastructure and platform engineers: default and custom agents triggered by schedules, webhooks or API that analyze errors and alerts, fix drift through pull requests, and manage deploys with Cased CD.

    Full coverage on APIs / SDKs / MCP Extensibility and Triggers & Channel Coverage and 4 more. No documented coverage on Browser / Computer-use and Testing, Debugging & Optimization and 2 more.

31. 31

    Middleware8.0 / 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.

32. 32

    Ciroos AI7.5 / 14

    AI SRE for complex enterprise estates that investigates alerts across domains on a dynamic knowledge graph, reads customer environments read only, and plugs customers' own agents in over MCP, A2A and AGNTCY.

33. 33

    Harness7.5 / 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.

34. 34

    Sherlocks.ai7.5 / 14

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

35. 35

    SRE.ai7.5 / 14

    AI DevOps platform for Salesforce delivery, with Design, Build and Deploy agents that pause for approval, plus event driven automations across Salesforce orgs, GitHub, GitLab and Jira.

36. 36

    Wild Moose7.5 / 14

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

37. 37

    ZEST Security7.0 / 14

    Agentic exposure management platform whose eight named agents turn scanner, CSPM and CNAPP findings into validated, code based resolution paths tested on a digital twin, delivered through Jira, Slack and code integrations with read only cloud access.

    Full coverage on Testing, Debugging & Optimization and Prebuilt Agents / Templates / Packs and 3 more. No documented coverage on Browser / Computer-use and APIs / SDKs / MCP Extensibility and 3 more.

38. 38

    Parity6.5 / 14

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

39. 39

    Kura2.0 / 14

    AI DevOps copilot for AWS that answers questions about the cloud stack, scales and deploys resources, and debugs and rolls back from a chat.