03 · Product page · Agent Fleet

AgentOps Studio

Multi-agent AI operations platform with agent orchestration, RAG, MCP tools, observability, Docker, Kubernetes, and Terraform scaffolding.

Agent Fleet is the multi-agent operations platform behind this work. It is not a public repository. AgentOps Studio is the public product page: the command-center surface and the deploy foundation for running AI workforces (support, research, delivery, compliance) with operational visibility.

What is public is the product shell and infrastructure scaffolding: dashboard workspace; a deployment page covering Docker, local Kubernetes, and managed Kubernetes; Docker Compose; k3d-oriented manifests; Terraform placeholders so provider-specific infra stays isolated.

Named on the product: streaming multi-agent chat, visual workflows, document intelligence with citations, MCP registry, Langfuse observability, cost and token tracking. Treat this as the public face of Agent Fleet, not a claim that the fleet source is on GitHub.

On the product

  • Orchestration + RAG + MCP as the product spine
  • Docker Compose foundation and local Kubernetes structure
  • Terraform placeholders for portable managed deploys
  • Observability and cost-tracking in the planned surface
  • Learning log for incidents, fixes, and verification

Stack

TypeScriptPythonFastAPIDockerKubernetesTerraformMCP