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AI for DevOps and SRE

Every product we track in DevOps and SRE, with its pricing, what it does and where it ranks on public evidence.

174 products90 companies4 rankingsUpdated Oct 27, 2026

Where they rank. Scored out of 100 on public evidence.

All rankings

Across industries

Resolve incidents

  1. 1Incident ResponseRootly
  2. 2Deeptrace
  3. 3IncidentFox
13 products reviewedUpdated Oct 28

Across industries

Monitor applications

  1. 1Sazabi
  2. 2Braintrust
  3. 3Embrace
47 products reviewedUpdated Oct 28

Products

174 products from 90 companies

  • Sazabi

    AI-native observability platform offering autonomous alerts, conversational debugging, coding agent integrations, code search, dynamic visualizations, and institutional…

    From $50

    #1 in Monitor applications

  • AI SRE Agent by Metoro

    Autonomous SRE agent for Kubernetes that watches production continuously, detecting regressions, investigating alerts, verifying deploys, and opening fix PRs for issues…

    Free planFrom $20/monthAlso from Metoro: AI Deployment Verification, Metoro BYOC, Metoro Cloud and 1 more

    #1 in Debug software

  • Brainboard

    Cloud infrastructure management platform for visual design, automatic Terraform generation, embedded CI/CD, drift detection, and multi-cloud support across AWS, Azure…

    Free plan

    #1 in Generate code

  • Incident Response by Rootly

    Incident management with built-in AI to automate your workflows for faster resolutions—directly in Slack or Teams.

    Free trialFrom $20/user/monthAlso from Rootly: On-Call, Retrospectives, AI SRE and 1 more

    #1 in Resolve incidents

  • Replicas

    Background coding agent platform that spawns Claude Code, Codex, Cursor, or Opencode in isolated VM-based sandboxed development environments.

    From $50/month

    #2 in Debug software

  • Embrace

    User-focused observability for mobile and web, powered by OpenTelemetry.

    Free planAlso from Embrace: AI, Dashboards, Logs and 2 more

    #3 in Monitor applications

  • Graphite

    Unified AI code review platform with CLI, PR page, inbox, merge queue, AI reviews, and chat for teams on GitHub.

    Free planFrom $20/user/monthAlso from Graphite: Graphite Merge Queue

    #3 in Review code

  • Momentic

    Agentic quality platform that writes, runs, and updates end-to-end tests in plain English.

    From $125/monthAlso from Momentic: Explore Agent

    #3 in Test software

  • Seer by Sentry

    AI debugging agent that uses Sentry context—logs, commits, traces, and stack traces—to analyze why code failed and generate precise, merge-ready patches.

    Free trialFrom $40/monthAlso from Sentry: Sentry, Cron Monitoring, Error Monitoring and 8 more

    #3 in Debug software

  • Log Monitoring by Middleware

    Debug faster with AI log insights, high-volume log search, filtering, and AI-powered QueryGenie.

    Free planFrom $0.30Also from Middleware: OpsAI SRE Agent, Application Performance Monitoring (APM), Infrastructure Monitoring and 5 more

    #6 in Monitor applications

  • StarSling Runners by StarSling, Inc.

    AI-native GitHub Actions runners: drop-in replacement for ubuntu-latest with agents that continuously analyze workflows and open CI optimization PRs.

    Free planFrom $0.004/min

    #6 in Generate code

  • Terracotta AI

    AI-powered infrastructure intelligence platform that runs 12 automated checks on every Terraform, Terragrunt, and Kubernetes pull request: cost estimation, drift…

    Free planFrom $49/seat/month

    #6 in Review code
Showing 12 of 90 companies

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