The Fastest Route to Autonomous Production Workflows
Rapidly build your own production-ready agents or start from our catalog of proven agentic workflows. Every agent inherits the same governance, orchestration and shared context, and is continuously optimized for performance and cost efficiency. Komodor closes the gap from local skills and experiments to multi-agent operations that drive measurable outcomes for SRE, DevOps, and Platform teams.
“Komodor helps our teams correlate the signals that matter and shorten the path from symptom to root cause, while fitting into our existing SRE workflows.” 
“Komodor has been a game-changer for our team. It significantly accelerates the RCA process for issues and even helps us troubleshoot our own applications.” Adoption was quick, and the value became clear almost immediately.” 
“Komodor makes our developers’ lives easier and lightens the load on our SRE team with an estimated 40% reduction in tickets and accelerating MTTR by over 80%” 
“Komodor has been pivotal in streamlining our operations. Their platform not only improved our RTO and RPO but also fostered a proactive, shift-left culture within our teams.” 
~35% Reduction in Costs 
“With Komodor, OpenTable saw a reduction in the volume of support questions related to deployment issues. It enabled quicker problem identification and resolution, thus streamlining the workflow and improving overall efficiency.” 
“Overall, Komodor has helped us progress toward a more proactive and data-driven operating model through faster root cause analysis, better cross-team collaboration, and improved operational outcomes” 
63% reduction in MTTR 24% increase in velocity
47% increase in development velocity
75% reduction in support
tickets and resolution times 
“For us building agents was easy. Running and governing them at scale is the hard part. Komodor helps us close that gap.” The Complete Agentic Operations Platform
Infrastructure that makes your agents safe, scaleable, and cost-aware — this is the 85% of the solution beyond the LLM. The strength of the Komodor platform is the shared infrastructure underneath every agent — memory, knowledge graph, evaluations, guardrails, and integrations — inherited automatically, for every type of agent. This lets you evolve from single task local skills to production ready autonomous operations – instantly.
PROVEN PRODUCTION WORKFLOWS
50+ out-of-the-box, battle-tested agentsCUSTOMIZE AND EXTEND
CONTINUOUS IMPROVEMENT
SHARED MEMORY & CONTEXT LAYER
KEEP THE CODING AGENTS, FRAMEWORKS AND RUNTIMES YOU ALREADY USE
HARNESSES & FRAMEWORKS
Claude Code SDK 
Codex 
Google ADK 
LangChain RUNS WHERE YOU ALREADY RUN
Self-managed K8s 
EKS 
Serverless 
GKE 
AKS 
On-prem 
Komodor Managed Cloud MODELS, LLM PROVIDERS & GATEWAYS
Opus 
GPT 
Anthropic 
Gemini 
Vertex AI 
any MCP gateway 
any LLM gateway 
Kimi 
Bedrock The Customizable
Platform for
Production Agents
The core of the Komodor platform is the shared infrastructure that makes all agents – both ours and yours – secure, scaleable, and cost-aware. Any agent you bring inherits memory, knowledge graph, evaluations, guardrails, and integrations automatically, enabling you to move from single-task local skills to production-ready autonomous operations instantly.
The Must-Have Memory and Context Layer
All four pillars reason from the same memory and knowledge graph, a shared layer every agent inherits automatically, ours or yours. Past incidents, remediations, and runbooks become queryable, cited memory, so agents make fast and accurate decisions instead of starting from scratch. The knowledge graph, runbooks and account-specific knowledge stays current from operational activity rather than a one-time import, and it grounds agents in the same picture of your environment. Approvals, outcomes, and grades feed back into it as well, so later runs build on what actually worked. All memories are fully auditable.
Context Layer
All agents inherit the same shared context
Knowledge Graph
A living map of all services, owners, dependencies, etc.
Knowledge base
Tribal knowledge, runbooks and policies
Agent Memory
Incident and remediation memory, cross-run recall, on-call handoff, learning loop input
Why Komodor and Why Now?
0X
Faster time to production for AI agents
0%
Cost savings
$0X
Proven ROI for AI projects
Production proven, at Fortune 500 scale
The Agentic Operations Platform making real operational impact inside some of the most demanding engineering organizations in the world.
“Overall, Komodor has helped us progress toward a more proactive and data-driven operating model through faster root cause analysis, better cross-team collaboration, and improved operational visibility.”
Ramil Juaqin
Architect
“Komodor’s features make retrieving metrics and monitoring status efficient and manageable, contributing greatly to my workflow.”
David Ohuabunwa
Software Engineer
“Komodor helps by automating actions and providing one-click rollbacks. It saves a lot of my time, as I don’t need to guess anymore what caused failures, because Komodor provides a detailed event chronology. The platform also reduces alert overload by focusing on problems that can be solved.”
Anastasiya S.
Data Analyst
Frequently asked questions
It’s the Agentic Operations Platform for Production. SRE, Platform and DevOps teams start with ready-to-run agentic workflows for incident response, cost optimization and software delivery. On the same platform, they can build, import, run, govern and optimize their own agents alongside Komodor’s. Shared memory, guardrails and continuous evaluation come built in.
Docs link: Overview
SRE, Platform and DevOps teams running production at scale, from mid-market to enterprise. It fits best when teams are already experimenting with skills and agents and need to get them safely into production. Teams that haven’t built agents yet start with a Solution Module and are able to get results without building anything.
Docs link: Overview
No. Kubernetes is Komodor’s deepest domain, not its boundary. Solution Modules cover incidents, cloud, observability and AI spend, and software delivery across your production stack. Catalog agents investigate AWS, Azure, Google Cloud, APM tools and code as well as Kubernetes. The agents themselves can run on Kubernetes, VMs, containers or Komodor Cloud.
Docs link: Agent catalog
No. Komodor isn’t an observability tool. It acts on the signals your existing tools already produce. Alerts from your monitoring and on-call tools can start workflows, and agents query your observability, cloud, source control and ticketing systems through built-in integrations. You connect each system once, and every agent on the platform can use that connection.
Docs link: Integrations
No. Start with a Solution Module, a ready-to-run agentic workflow for a job like incident management or Kubernetes cost, and see results without building anything. You can also deploy agents from the catalog of 50+. When you’re ready, turn your own skills, scripts or runbooks into agents, or import agents you’ve already built, and run them in the same workflows.
Docs link: Quickstart
The ones you already use:
- Built-in integrations cover AWS, Azure, Google Cloud, Datadog, Dynatrace, New Relic, Grafana, GitHub, GitLab, PagerDuty, Jira and Slack.
- The MCP Gateway connects anything that exposes an MCP server or OpenAPI.
- Agent frameworks: you can import agents built with Google ADK, LangChain or the Claude Agent SDK.
- Coding agents: Claude Code, Codex CLI and Cursor connect over MCP.
- Models: you choose the model and provider for each agent.
Docs link: Integrations
Keep building. Building an agent is the easy part. Running, governing and improving it in production is where projects stall. Bring the agents you’ve built, in the frameworks you already use, and the platform adds what generic frameworks leave you to build: runtime, permissions, guardrails, evaluation, cost control and shared memory. Use ready-made Solution Modules for jobs you don’t want to hand-build.
Docs link: Import an existing agent
Most AI SRE tools give you a fixed set of vendor agents, focused on incident investigation, that you can’t see inside or extend. Komodor covers incidents, cost and software delivery. Every workflow is transparent and customizable, and your own agents run alongside Komodor’s under the same governance and evaluation. AI SRE is one of three Solutions on the platform, not the whole product.
Docs link: Modules & workflows
Start with one job. Pick a Solution Module, such as Incident Management or Kubernetes Cost, connect the tools it needs, and run it against your own environment. By default, read-only work runs on its own and changes wait for a person to approve them, so you see results before anything changes. Start a free trial, or book a demo with a Solutions Engineer.
Docs link: Quickstart
It’s the same Komodor, opened up. Klaudia, Komodor’s AI agent for troubleshooting and root cause, ran inside the product as a closed system. Its agents, shared memory and evaluation engine are now the foundation of the platform. The work it did lives on in the Solution Modules, where you can see how each workflow runs, change it, and run your own agents alongside Komodor’s.
Ready to run agentic operations that scale with you?
See it in action
Book a demo with a Solutions Engineer and watch a module close a real incident.
Book a DemoBring or build an agent
Import an agent or skill and plug straight into a governed module.
Build an Agent
