jeff
A self-hosted drop-in replacement for TypeSafe's jev, powered by GliFormer.
Details
- External ID
- 1376631227
- Source
- GITHUB
- Company
- —
- Product
- jeff
- Website domain
- github.com
- Launched
- Sept. 19, 2026
- Cohort
- —
- Upvotes
- 228
- Upvotes percentile
- 0.970535485523956
- Tags
- classification, encoder, gliner, jev, typesafe
- Fetched at
- Sept. 23, 2026, 5:02 p.m.
- Updated at
- Sept. 23, 2026, 5:02 p.m.
Enrichment
- Theme
- decision model runtimes and tools
- Vertical
- Horizontal
- Function
- Dev tools
- Audience
- Developer
- AI stance
- AI-native
- Project type
- Hobby / open-source project
- Normalized one-liner
- self-hosted drop-in replacement for jev
- Manually corrected
- False
Could you build this?
No This project integrates custom ML transformer models (GliFormer) for deep semantic code searching and drop-in engine replacement, demanding specialized machine learning systems expertise.
What it would actually take: Requires training or adapting specialized transformer models (GliFormer) for lexical-semantic hybrid code search, coupled with a high-throughput vector indexing and inference server (in Rust or C++ using ONNX/TorchScript). The system must handle efficient AST-aware chunking, batch embeddings, and sub-millisecond similarity queries across massive codebases.
Competitors
Other products that read as similar to this one — 1064 launches clear the similarity bar, closest 8 shown.
Attention rank: #56 of 1065 (itself plus its competitors, highest first — normalized so YC and Product Hunt are compared fairly).
Launched 322 days after the earliest competitor.
- jev · github · 2026-09-26 · 12 upvotes · similarity 0.64
- jev-flow · github · 2026-09-23 · 7 upvotes · similarity 0.58
- jot · github · 2026-09-18 · 19 upvotes · similarity 0.57
- lichen · github · 2026-09-23 · 38 upvotes · similarity 0.56
- JevRouter · github · 2026-09-18 · 163 upvotes · similarity 0.56
- awesome-jev · github · 2026-09-17 · 222 upvotes · similarity 0.56
- awesome-jev-typesafe · github · 2026-09-18 · 129 upvotes · similarity 0.56
- jev-cli · github · 2026-09-18 · 20 upvotes · similarity 0.55
Other launches for this product
Same idea, different domain
Nobody's really built a dev tools tool for Sales yet.