AI Infrastructure · 2026
ORCHESTRA Console
Mission control for a fleet of agents.
About ORCHESTRA Console
A live orchestration network rendered as a graph: agents route work between each other while an operator watches reasoning traces, token throughput and memory pressure resolve in real time. Debugging a swarm, made legible.
- Role
- Product Design & Frontend
- Industry
- AI Infrastructure
- Year
- 2026
- Technologies
- ReactWebSocketD3.js
The challenge
When several AI agents route work between each other, failure stops being traceable. A wrong answer might come from bad routing, a stale memory read, or one agent misreading another. The console had to make a running swarm inspectable rather than a black box.
How it was built
The graph is the interface
Agents and their message paths render as a live network, so routing is something an operator watches rather than reconstructs from logs afterwards.
Traces attached to edges
Every hop carries its reasoning trace and token cost, which turns "why did it answer that" into a click rather than an investigation.
Pressure surfaced early
Memory pressure and queue depth are shown continuously, because in agent systems degradation appears in those numbers well before it shows in output quality.
What the walkthrough shows
- Live multi-agent network graph
- Running, queued and completed task counters
- Reasoning traces attached to individual agent hops
- Shared context store and memory pressure indicators
- Real-time event stream
Services behind this build
Building something like ORCHESTRA Console?
We reply within one business day, usually with questions and a rough scope.