// the console
Five screens. One source of truth.
Fleet grid, agent console, activity stream, costs, and settings — every panel built for ops at a glance.
/apps/90-agent-dashboard-ai/screens/01.png
01 / 05 · Fleet Grid
// live walkthrough
See the deck come alive
A 90-second tour from fleet overview to a paused agent and back.
// capabilities
Run the fleet, not the fire drills
Everything updates live — no refresh, no guesswork.
Live Fleet Grid
Every agent as a live tile — status dot, current task, and a throughput sparkline that ticks in real time. Scan eight agents in one glance.
Agent Console
Drill into any agent for a streaming action log, success-rate / latency / cost rings, and a pause-resume control that actually flips status and flattens throughput.
Activity Stream
One filterable firehose of every run. Slice by level — ok, warn, error — or by agent, then deep-link any row straight to its console.
Alerts on Failure
The second a run fails, an alert card surfaces the agent and the error. Tap through to the console and act before it cascades.
Cost & Usage
Today, 14-day, and average spend cards over a clean bar chart, plus per-agent cost bars and a model-routing tip that flags easy savings.
Tuned to Your Ops
Set the refresh rate, panel density, and alert thresholds. The dial actually changes the tick speed — the whole deck speeds up or settles down.
From dashboard to autopilot
Today Opsdeck shows you everything. Next, it acts — an AI ops co-pilot that triages alerts, predicts cost spikes, and re-routes work before a run ever fails.
Auto Alert Triage
AI reads the failed run, classifies the root cause, and drafts the fix — so an alert arrives with a diagnosis, not just a red dot.
PlannedAnomaly Detection
Models learn each agent's normal rhythm and flag drift in latency, cost, or throughput before it trips an alert.
PlannedCost-Spike Forecasts
Project tomorrow's spend from today's run pattern and get a heads-up before a runaway agent burns the budget.
PlannedSmart Model Routing
An AI co-pilot suggests cheaper-model routes per task and can re-balance load across the fleet automatically.
Planned// follow the build
Watch it ship in real time
Opsdeck is app #90 in the 100 Apps 100 Hours sprint. Every screen recorded, every build logged — follow along on socials for daily drops, ops notes, and early console access.
status: pre-launch
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