hilly-farm-scheduler
Hilly farm machinery scheduling system: Flask + genetic algorithm + JT/T 808 + Leaflet
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GITHUB · launched Oct 29, 2026 · 100 upvotes (top 13%) · 0 views
Niche: specialized algorithms and computing libraries · 230 launches, 4 in the last 7 days ▼ -73% · Explore this niche →
Category and tags
- Agriculture
- Workflow automation
- B2B
- AI feature
- Hobby / open-source project
Visit website ↗ Source listing ↗
More like this: all 230 launches in specialized algorithms and computing libraries →
Could you build this?
Partial The Flask and Leaflet UI and a genetic-algorithm scheduler are vibe-codeable. Integrating with real farm-vehicle GPS terminals through the JT/T 808 telematics protocol and tuning the optimizer against real field data is harder.
What it would actually take: The stack would be Flask or FastAPI, a GA library such as DEAP or custom code, Leaflet for maps, and a TCP server that decodes JT/T 808 frames from GPS terminals. The hard parts are reliable binary protocol handling against real hardware and validating the scheduler on real field geometry and machine constraints, which takes telematics and agronomy or operations expertise.
Competitors
Other products that read as similar to this one : 1246 launches clear the similarity bar, closest 8 shown.
Attention rank: #144 of 1247 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).
Launched 365 days after the earliest competitor.
- Synphony - Automating Agriculture With Robots · yc · 2026-05-21 · 11 upvotes · similarity 0.51
- loop-egg-resp-harvest-stop · github · 2026-11-07 · 40 upvotes · similarity 0.50
- Heuristic-1 · github · 2026-09-29 · 8 upvotes · similarity 0.48
- Flux, A Python-like language in Rust to solve ML orchestration overhead · hn · 2026-01-24 · 5 upvotes · similarity 0.47
- B-IR · hn · 2026-01-12 · 62 upvotes · similarity 0.46
- genpark-branch-and-bound-integer-programming-skill · github · 2026-09-09 · 8 upvotes · similarity 0.46
- numbrone · github · 2026-11-08 · 135 upvotes · similarity 0.46
- sword · github · 2026-09-11 · 14 upvotes · similarity 0.46
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