From two local projects to a production cloud platform.
A.L.I.C.E. | Control is what happens when you take open-source agent tooling and make it work for real people — cloud-backed, portable, and ready to deploy.
It started with two open-source projects
OpenClaw gives you a local agent runtime. NemoClaw adds NVIDIA's enterprise security layer on top. Both are powerful — and both are local-first, config-file-driven tools designed for developers who live in the terminal.
That's great for builders. It's not great for teams who want to deploy agents across machines, manage fleet state, or hand someone a dashboard instead of a YAML file.
A.L.I.C.E. | Control is the bridge. It takes those two open-source foundations and wraps them in a cloud-backed platform — Supabase for persistence, Vercel for hosting, and a real UI for everything that used to require SSH and config edits.
What it took to get to production
Getting A.L.I.C.E. | Control to production wasn't a weekend project. The open-source runtimes were designed to run locally — no database, no auth, no multi-tenant isolation. Every piece of cloud infrastructure had to be built from scratch.
Supabase Schema & Migrations
Designed and deployed 13+ tables across multiple schema waves — gateway connections, user licenses, node configs, agent roster versions, devices, CRM, and billing. Each migration had to be sequenced carefully with Row Level Security on every table.
API Layer — 165+ Routes
Built a complete API surface: gateway registration and heartbeats, license validation, fleet push sync, device management, Stripe webhook integration, and cloud status endpoints. Every route had to handle auth, tenant isolation, and graceful degradation.
AliceFleet Sync Architecture
Designed a Supabase Realtime push system so A.L.I.C.E. | Control can push config and roster updates to any connected node — no inbound ports required. Each node subscribes to its own channel and applies updates automatically.
Multi-Node Tailscale Funnels
Connected three physical machines (MacBook Air, Mac Studio, Mac Mini) via Tailscale Funnels — each reachable from the public internet on port 443. Fleet management across real hardware, not just cloud VMs.
Production Hardening
requireLocal() guards for server-only code, cloud tenant_id isolation, Vercel environment variable management, output file tracing fixes, and 907 passing tests before every deploy. Zero 500 errors in production.
Stripe → Supabase License Bridge
Stripe webhook writes to both the legacy licenses table and the new alicefleet.user_licenses schema — bridging the old payment flow to the new fleet system without breaking existing customers.
What you get
Everything you need to run, monitor, and manage a multi-agent fleet.
Real-Time Agent Monitoring
See what every agent is doing, live. Track task progress, token usage, and latency across 30+ specialists.
Task Delegation Tracing
Visualize how tasks decompose and flow through your agent team — who delegated what to whom, and what came back.
Output Inspection
Deep-dive into any agent's reasoning and output. Understand, don't guess.
Runtime Control
Pause and resume agent runs. Kill stuck tasks. Push config updates to any node.
Cloud-Backed Persistence
Supabase-powered sync for memory, sessions, and fleet state. Your agents remember across machines.
License & Fleet Management
Validate license keys, push roster updates, and manage nodes — all from one dashboard.
Built with
Next.js
App router, server components, 165+ API routes.
Supabase
Auth, Realtime, RLS, PostgREST — the persistence backbone.
OpenClaw
The open-source agent runtime underneath everything.
Vercel
Edge deployment, zero-downtime deploys, preview branches.
Tailscale
Funnel-based node connectivity across physical machines.
Stripe
Payment processing with webhook-driven license provisioning.
Langfuse
LLM tracing for token usage, latency, and cost per agent.
NemoClaw
NVIDIA's enterprise security layer — OpenShell, Nemotron, privacy router.
Open source is the starting line, not the finish
OpenClaw and NemoClaw are excellent tools. But turning local-first open-source software into a cloud product people can actually use — with auth, persistence, multi-tenancy, fleet sync, payments, and a real UI — is a completely different problem.
A.L.I.C.E. | Control is the result of solving that problem. Every migration, every API route, every test was written to make multi-agent orchestration something you can hand to a team, not just a developer with a terminal.
Interested in A.L.I.C.E. | Control?
See it live at alice.av3.ai, or reach out to discuss your use case.