For the complete documentation index, see llms.txt. Markdown versions of all docs pages are available by appending .md to any docs URL.
kagent
Explore concepts, guides, and reference docs for running declarative AI agents on Kubernetes with Agent Substrate, from install through day-two operations.
kagent 1.0 moves the runtime from Kubernetes Deployments to Agent Substrate, introducing Harness, AgentTemplate, and AgentInstance as the new API surface. For a summary of what changed in 1.0, see the Release notes.
Get started
Install kagent and create your first agent.
About
Learn the core concepts and architecture behind kagent 1.0.
Setup
Install kagent and configure the model providers that your agents use.
Agents
Configure how an agent runs and what it knows, from the runtime behind it to its prompt and memory.
Skills and MCP
Give an agent capabilities through skills and Model Context Protocol tools.
Substrate runtime
Learn how Agent Substrate isolates, suspends, and resumes the Actors that run your agents.
Observability
Open the kagent UI, trace agent requests across the controller and the Actors that run your agents, …
Examples
Work through end-to-end examples that put kagent’s runtime, tools, and Agent Substrate features …
Operations
Run, tune, and maintain a kagent installation after it is up.
Reference
Look up the API and Helm reference, the built-in tool catalog, version support, FAQs, release notes, …