A single-VM platform that orchestrates a fleet of AI agents across outreach, billing and fulfillment
Five coordinated agents, discovery to fulfillment, on one VM.
An automation platform that runs five coordinated agents (discovery, content, outreach, billing, and fulfillment) as one deployable system, with durable jobs, database migrations, sandbox billing, and a production runbook.
A look at the interface.
Representative UI — abstracted, never a client's real data.- •Enterprise +$22k (renewals)
- •Self-serve flat MoM
- FastAPI
- SQLAlchemy
- Celery
- Redis
- Stripe
- LiteLLM
- Prometheus
Running multiple independent automation agents as one cohesive, deployable platform, with durable jobs, end-to-end browser testing, observability, and isolated email-sender reputation per agent, all on a single VM.
How it
works
A FastAPI orchestrator drives discovery connectors and five scanner agents: client finder, email rewriter, listing fixer, review bot, website fixer. Each is its own module with isolated email-sender reputation. SQLAlchemy models with Alembic migrations and a restart-survivable queue keep work durable. Stripe sandbox billing, Prometheus metrics, and a documented runbook make it deployable.
What I built
(03) Inside the buildFastAPI orchestrator
An orchestrator drives discovery connectors and specialized scanner agents: client finder, email rewriter, listing fixer, review bot, website fixer, each its own module.
Durable persistence
SQLAlchemy models with Alembic migrations and a queue that survives restarts, plus an end-to-end browser test suite.
Billing & observability
Stripe sandbox billing, Prometheus metrics, and Docker/systemd deployment with a documented production runbook.
The
receipts
- Five coordinated automation agents under one orchestrator
- Multi-provider LLM support via a routing layer
- End-to-end browser tests plus database migrations
- Per-agent sender isolation to protect email reputation