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Platform

The antcrew platform is the managed cloud service your team uses to observe, store, and gate AI agent workflows. It does not execute agent code — it receives runs from the engine, stores their full history, and surfaces review queues to your team.

Access it at antcrew.org.


What it manages

Runs — every agent execution started via the engine is a run. The platform stores its full history: status transitions, TraceLog events, generated tickets, and any HITL reviews it triggered.

Tickets — structured action items extracted from run output. Each workspace has a configurable prefix (PROJ, ENG, BUG…). Tickets get sequential display IDs — PROJ-00001, PROJ-00002 — and link back to the run that created them.

HITL reviews — when an agent calls hitl_checkpoint(), the engine sends a review request to the platform. The platform queues it, notifies the right reviewer, and holds the resume signal until they approve or reject.

Workspaces — isolated tenants. Each workspace has its own API keys, members, ticket prefix, provider keys, and run history. Nothing leaks between workspaces.

Evals — automated quality checks that run against past runs on a schedule or on demand.

Webhooks — outbound notifications to your own endpoints when runs complete, tickets are created, or reviews are resolved.


Real-time dashboard

The dashboard subscribes to live events and updates without polling. You see:

  • Current run status and elapsed time
  • TraceLog events as they stream in — each LLM call, tool invocation, intermediate result
  • Tickets as they are created
  • HITL review cards with the full context the agent passed in

Data model

erDiagram
    Workspace ||--o{ Run : "contains"
    Workspace ||--o{ ApiKey : "has"
    Run ||--o{ Event : "logs"
    Run ||--o{ Ticket : "generates"
    Run ||--o{ Review : "gates on"
    Review }o--|| Ticket : "may reference"

Key concepts

Concept Description
Workspace Isolated tenant — own keys, members, tickets, runs
Run One agent pipeline execution — has status, events, tickets
Event A single TraceLog entry — LLM call, tool result, state change
Ticket Structured action item from a run, with a display ID
HITL Review Human approval gate that pauses a run until resolved
Eval Automated quality check over run output
Webhook Outbound HTTP call to your system on any platform event

Quick start — connect your first pipeline

Workspaces & API keys

Runs & tickets

HITL reviews