FutureWork Studio: authenticated AI tools and workflows for UNU Macau staff.
The platform spans an AWS VM and an on-prem GPU workstation, consolidated behind a secure edge. It serves LLM chat, an agent orchestration harness, an LLM routing gateway, and FutureWork Studio, a portal of authenticated AI tools for staff, all gated by Microsoft Entra ID and OAuth2-Proxy.
Everything is infrastructure-as-code: templated Docker Compose, per-host environment files, scripted deploys, versioned containers, documented snapshot and restore, and rollback to a previous tag within minutes. I cover identity and access, reverse proxies and TLS, monitoring, backups, and continuity.
Service topology: an AWS VM and an on-prem GPU host behind a secure edge.Staged deployment from on-prem dev and staging to production, with versioned rollback.The platform end to end, from identity and ingress to services and storage.The institutional AI agent hub.The institute’s LLM chat interface.An agentic KPI tracker built on the institute’s agent harness.The tracker computing indicators across documents.Single sign-on via Microsoft Entra ID and OAuth2-Proxy.
