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Live operations console for an autonomous cattle-mustering drone fleet, set in the Banni Grasslands of Kutch.

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Muster

An operations console for an autonomous drone fleet that musters cattle.


The Live Ops map mid muster, PastureView on and a paddock readout open

Press Move mob and watch a real muster run: 418 head follow their route across the Banni Grasslands while two aircraft work the mob. The camera follows the lead drone, the basemap switches to measured pasture cover, and you can open the aircraft's downward-facing camera without leaving the map.

What this is

A build of Brumby's product surface. Brumby flies drones that muster cattle, count head, measure pasture biomass and inspect water and fences. There is no drone here, so the console has to carry the whole product story by itself.

That makes it a simulation, not a dashboard shell. Nothing is a static mockup. The mob genuinely walks its route on a per frame tick, batteries genuinely drain, alerts genuinely fire at waypoints, and every instrument on screen reads from the same store. If two panels quote an altitude, they quote the same one, because they read the same function.

Run it

Live at muster.vyse.site, or locally on port 3001:

pnpm install
pnpm dev:web

No keys needed: the map falls back to Esri World Imagery. Set NEXT_PUBLIC_MAPBOX_TOKEN in apps/web/.env to swap the basemap over to Mapbox satellite.

Open /ops and press Move mob. The run takes ~ninety seconds.

Setting

Banni Grasslands, Kutch, Gujarat. A real place: the largest grassland in Asia, worked by Maldhari pastoralists running Kankrej cattle and Banni buffalo on rotational grazing.

Operation   Rann Pastoral Co-operative, Banni
Centre      23.7841 N, 69.8213 E   IST   IMD Bhuj for weather
Paddocks    Bhirandiyara, Dhordo North, Hodka Flat,
            Ludiya Ridge, Sarada Bet, Chhari Dhand
Herd        2,270 head
Tags        INAPH 12 digit ear tags, IN 356 000 004471, shown as KJ-4471
Units       kg, hectares, mm, kt, m AGL
Currency    rupees with en-IN grouping, so 2,48,61,000 and not 24,861,000
Aircraft    MST-04 Baaz, MST-07 Saras, MST-11 Koel, MST-02 Cheel

Brumby's operational vocabulary stays as it is, so paddock, mob, muster, bore, head and draft are all used the way the product uses them. Everything else is local. One module, lib/format.ts, owns every unit and locale decision.

Screens

Screen Route What it answers
Live Ops Map /ops Where is the mob, and what is the fleet doing
Herd Health /herd How do you know that animal is sick
Ranch Analytics /analytics What has this saved
Missions /missions What has been flown
Paddocks /paddocks What is the feed doing
Fleet and Maintenance /fleet What is airworthy

The first three are built deep. The last three carry real fixture data and are deliberately static (cuz i felt lazy).

Stack

Next.js 16 and React 19 on Turbopack, Tailwind v4, shadcn on @base-ui/react, Zustand plus one rAF loop for the simulation, MapLibre GL for the map, Turf subpackages for the geo maths, motion and @number-flow/react for motion, Oxlint and Oxfmt.

Layout

apps/web/src/
  app/(console)/     ops, herd, analytics, missions, paddocks, fleet
  components/        shell, map, herd, analytics, shared
  lib/
    format.ts        every unit and locale decision
    data/            Banni fixtures
    sim/             store, the rAF loop, route, the clip pool
    map/style.ts     sRGB map palette and satellite style
    chart/palette.ts validated status colours
packages/
  ui/                shared shadcn primitives and design tokens
  env/               typed environment schema
apps/web/public/pov/ six encoded down camera clips

Files stay under 300 to 500 lines. Past that they get split.

Credits

Down camera footage from Pexels, free for commercial use with no attribution required, graded and cut to match Banni. Satellite imagery from Esri World Imagery or Mapbox depending on configuration. Brumby is a real company and this is an unaffiliated build of their product surface.

About

Live operations console for an autonomous cattle-mustering drone fleet, set in the Banni Grasslands of Kutch.

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