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Komodor | Pillar – Build Komodor | Pillar – Build

BUILD

Build Scalable,
Production-Ready Agents

Build production-ready agents your way with Komodor. Connect to the harness of your choice with our SDK and bring what you’ve already built – or start from 50+ curated, proven agents available out of the box. Every agent you create or import gets the same guardrails, budget controls and observability – wrapped and ready to go in minutes.

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How do I get from a working agent to one that’s ready for production?

An agent on your laptop and an agent that’s reliable and effective in production aren’t the same thing. Getting there means deciding on the right model, the harness, the MCP servers, the permissions, the owner, all wired by hand. What works as a proof-of-concept often fails against real data in a dynamic environment. Komodor gets you into production in minutes. Install the SDK on the harness you already use, and it wires in automatically, with no vendor lock-in.

Create Your Own 
Powerful Agents

Whether you start with one of our ready-to-go domain specialist agents, or build your own using the provided blueprints and SDK, Komodor takes the time and effort out of building production-ready agents.

Explore docs

  • Get started immediately with our curated catalog of 50+ production-proven, optimized agents built to handle common operational tasks.

  • Build with your coding agent of choice, use out-of-the-box agent blueprints, or write directly against the Komodor SDK.

  • New agents automatically inherit your team’s tool and MCP connections, credentials, and prompt templates, with no need for additional setup or authentication.

  • Deploy self-hosted via Helm or straight to Komodor Cloud – same agent, same behavior.

  • Every agent — pre-built or your own — inherits the same guardrails, budgets, observability and optimization as Komodor’s own, from the first run.

Import Agents You’ve Already Built

Already building agents to help carry out operational tasks? Whatever framework they’re built on, bringing them to Komodor makes every agent you already have visible, governable and measurable — same code, same harness.

  • Bring existing agents in minutes. Import agents built on the coding agent of your choice, including Claude Agent SDK, LangChain, Google ADK, or AWS AgentCore and keep the logic you’ve already written.

  • Every imported agent is a first-class citizen, picking up the same governance, orchestration, and evaluation as an agent built from scratch on Komodor.

Get Started Fast with
the Agent Catalog

Choose from 50+ out-of-the-box specialist agents already validated, optimized and battle-tested at scale in enterprise production environments.

Explore Agents Catalog

  • Ready-to-go agents for common operational domains and 
tasks: Observability, Cloud Agents, Kubernetes, Cost Optimization agents, DB Agent, Code agents.

  • Continuously evaluated and optimized across 100,000 production workloads.

  • Use your preexisting custom agents and Komdor agents
in the same workflows.

Inherit the Same Rails, 
From Day One

However you build or import it, every agent on Komodor picks up the same infrastructure automatically — no separate setup per agent.

  • Governance

    Permissions, guardrails, brokered credentials and budget controls, enforced as the agent runs, plus approval gates for any higher-risk actions.

  • Integrations

    Set up MCP tool servers and connectors once, shared automatically by every agent after the first.

  • Memory & Context

    All agents share the same memory and knowledge graph — improving speed and performance on recurring issues over time.

  • Evaluation

    Every agent run is graded under the same evaluation framework from its first run.

  • Optimization

    Agents get cheaper and more accurate over time, with model, prompt, and tool choices continuously tuned against the customer’s own evaluation criteria.

The Gap Between an Agent and a Reliable Operational Process

Learn about Solutions

An incident response workflow orchestrates agents across multiple steps from trigger to outcome.

With Komodor, agents get the step-by-step orchestration needed to solve real operational pain for Ops teams. Three solutions — AI SRE, Cost Optimization, and AI Software Operations — each package their own solution modules, containing the agents, steps, tools and integrations required, already validated and ready to run.

Ingest & Produce
Synthesize & Analyze
Signal Agent
Investigate
Agent A VS Agent B
Remediate
Proposer Executor
Verify
No agent needed
Notify
  • Out-of-the-box agent
  • Bring-your-own agent
  • VS Competing agents
  • Tandem agents

Shared Infrastructure for Every Agent

Whether built from scratch, imported, or pulled from the catalog, every agent runs under the same governance, memory, and evaluation layer from day one.

Komodor | Pillar – Build

Build

Build or import your own custom agents using the Komodor SDK, or choose from more than 50 ready-to-go specialist Ops agents available.

Komodor | Pillar – Build

Run

Wherever it runs, every agent shares the same fleet visibility, memory, and knowledge graph the moment it’s live.

Komodor | Pillar – Build

Optimize

However it was built, every agent is scored under the same evaluation engine from its first run.

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Govern

Whatever it’s allowed to touch, every agent inherits the same RBAC and credential-brokered access as your human users.

Ready to build agents that deliver
real operational outcomes?

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Komodor | Pillar – Build