Context
2RUN Ops is a digital product shaped around a real user workflow. The work combines product framing, interface design, engineering, and production readiness in one delivery path.
2run-ops
A self-hosted operations command center for multi-node telemetry, Docker control, security signals, and AI-assisted incident response.
Context
2RUN Ops is a digital product shaped around a real user workflow. The work combines product framing, interface design, engineering, and production readiness in one delivery path.
Challenge
The product needed to make a complex workflow feel clear while remaining reliable across devices, languages, and the operational constraints behind the experience.
Approach
We translated the core journey into small, testable slices, connected the right data boundaries, and kept security, accessibility, observability, and recovery visible from the first release.
Outcome
The result is a focused product foundation that can be measured in real use and extended without replacing the core architecture.
Delivery scope
2RUN Ops turns a Raspberry Pi into a live command center for the 2Run and Probex infrastructure. It combines zero-SSH edge telemetry, Docker controls, synthetic endpoint probes, Tailscale mesh visibility, security threat signals, backup watchdogs, latency checks, and AI-assisted NOC briefings in a responsive Next.js and NestJS dashboard.
Discovery, UX direction, full-stack implementation, integration work, release support, and production verification. Stack: Next.js, NestJS, Docker, Tailscale, Observability, AI Ops.