CAIPE Features
Everything you need to run AI-powered platform engineering at enterprise scale — from multi-agent orchestration to RAG knowledge bases, skills, and production-grade deployment.
🛠️
Custom Agents
- No-code Agent Builder UI — configure system prompt, model, and tools interactively
- dynamic-agents Helm chart — deploy independently of the main supervisor
- Seed config: pre-wire agents and MCP servers at chart install time
- Per-agent system prompts, personas, and multi-model targeting
- MongoDB-backed persistence, Prometheus metrics, ExternalSecrets integration
🔌
BYO A2A & MCP Servers
- multiAgentConfig.agents — register any A2A-compatible agent with the supervisor
- seedConfig.mcp_servers — plug in external MCP servers at chart install time
- Docker Compose: A2A_TRANSPORT env var for p2p or hub-based routing
- Supported protocols: A2A, MCP, AG-UI/SSE, SLIM, OpenAI-compatible
- LiteLLM proxy support — any LLM provider through a single endpoint
🤖
Multi-Agent Orchestration
- Multi-agent and deep agent interactions with access to multiple tools and sub-agents based on customizable system prompts
- 10+ first-party curated sub-agents and MCP servers
- Ability to create custom Agents
- Ability to customize system prompts
- [Middleware] Custom Skills Integration
- [Middleware] Deterministic workflows with task builder
🎨
Rich Web UI
- Rich/Contextual Home Page
- Rich Chat Interface with live agent/tool status via streaming
- Share chat with teams · Archive/Delete chats
- Task Builder
- Custom Agent Builder
- Skills Gateway — AI Assist, API access, security scanner, GitHub crawling
🧠
Integrated Knowledge Bases
- Unified RAG (Unstructured and Graph RAG)
- Ingestors: Web, ArgoCD, AWS, Backstage, Confluence, Jira, GitHub, Webex, Slack
- Designed to support large volume of ingestion and querying across data sources
💾
Agent Memory
- Chat persistence memory with multi-turn conversation
- Fact extraction across chats for a user
🔗
Agent and Tool Communications
- A2A (Agent-to-Agent) protocol
- MCP (Model Context Protocol)
- AG-UI / SSE streaming — real-time event handling across all agent types
- CLI access
🔒
Enterprise Security
- OAuth 2.0 integration with OIDC compatible IdPs
- OIDC/Okta groups base RBAC
- Team based access
- Policy based tool restrictions
🚀
Deployment
- Kubernetes based Helm charts
- Docker/Containerized Agents and MCP servers
- Docker Compose support
- Secrets management using ExternalSecrets
- LLM Tracing integration (Langfuse)
- Prometheus Metrics and Analytics
💻
Multiple Clients
- Web UI — rich chat interface with live agent/tool status via streaming
- Backstage Agent Forge plugin — surface agents in your Internal Developer Portal
- Chat CLI — invoke any agent from the terminal
- Slack Bot — conversational interface for your team's existing workflow
- Webex Bot — enterprise messaging integration
🔌
Integrations
- Backstage (Agent Forge plugin)
- Slack Bot
- Webex Bot
- CLI
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