manby
Builds vector tilesets from geographic features, like tippecanoe, several times faster
Get picks like this daily. Today's launch numbers, the top launches, AI and tech news, and a daily opportunity pick, straight to your inbox.
Want to reach these readers? Sponsor an issue.
GITHUB · launched Nov 5, 2026 · 45 upvotes (top 66%) · 0 views
Niche: deep learning frameworks · 48 launches, 0 in the last 7 days · Explore this niche →
Category and tags
- Horizontal
- Data infrastructure
- Developer
- Not AI
- Hobby / open-source project
- geojson
- gis
- mbtiles
- pmtiles
- rust
- tippecanoe
- +1 more
Visit website ↗ Source listing ↗
More like this: all 48 launches in deep learning frameworks →
Could you build this?
Partial The CLI and UI around it are easy to vibe-code, but matching tippecanoe's output and beating its speed and memory use requires geometry simplification, tile encoding, and performance engineering that vibe coding alone won't reliably produce.
What it would actually take: Build a streaming geometry pipeline in a systems language (Rust or C++) that reads GeoJSON, FlatGeobuf, and CSV, then simplifies and clips features per zoom level and encodes Mapbox Vector Tiles. The hard parts are the feature-dropping and clustering heuristics, keeping memory bounded on huge inputs, and validating tile correctness against tippecanoe. That needs a geospatial/cartography background and benchmarking expertise.
Competitors
Other products that read as similar to this one : 2999 launches clear the similarity bar, closest 8 shown.
Attention rank: #1920 of 3000 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).
Launched 372 days after the earliest competitor.
- polystrata · github · 2026-10-21 · 11 upvotes · similarity 0.62
- PerF · github · 2026-09-26 · 10 upvotes · similarity 0.59
- geosae · github · 2026-11-08 · 11 upvotes · similarity 0.59
- GeoReader · github · 2026-10-10 · 17 upvotes · similarity 0.59
- TiGrIS, a tiling compiler that fits ML models onto embedded devices · hn · 2026-04-29 · 20 upvotes · similarity 0.58
- Effigy · github · 2026-10-14 · 53 upvotes · similarity 0.58
- strata · github · 2026-10-22 · 26 upvotes · similarity 0.57
- Strata · hn · 2026-07-09 · 8 upvotes · similarity 0.57
The niche, labels, vibe code rating and competitor comparison on this page are analysis by Nicheloom. If you use them, please credit nicheloom.com. How you may use our data.