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Coming soon Developer Tools · Agent orchestration control plane

aifirstorchestrator.com

AI First Orchestrator

Ship safer agent workflows with clear routing, logs, approvals, and performance visibility.

Get a business like this
Trace Operator, an AI agent for AI First Orchestrator
Meet the agent

Trace Operator

“I can walk you through how this agent run is routed, gated, and logged.”

Trace Operator is an AI agent for AI First Orchestrator. Coming soon.

Trace Operator is not live yet. Mrs. NetShow, our AI guide, can tell you about it.

The business

What this business does

AI First Orchestrator helps AI engineering teams and automation agencies ship multi-agent workflows by giving them routing; memory; tool permissions; evals; approvals; and observability in one control plane. It matters because agent demos break when they touch real systems; and the AI-native platform improves as run traces; eval results; tool policies; and failure replays become reusable infrastructure.

Best first use

Run a multi-step support or back-office workflow with two agents, tool calls, evals, and approval gates.

Where it stands

Coming soon

This business is being built. Its agent and its pages are planned; it is not open yet.

What the agent does

What Trace Operator will do

  • agent registry
  • workflow builder
  • tool permissioning
  • memory store
  • eval harness
  • run logs
  • approval queue
  • incident replay
  • API keys
  • templates
  • observability dashboard
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