Radly
Research Artifact & Diff Linkage analYzer
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Radly is a bipartite AST and blast radius engine for ML & scientific code. Standard tests only check if code runs—not if your research claims still hold. Radly maps code symbols directly to paper equations, sections, and benchmark tables. When you modify code, Radly computes the exact blast radius: pinpointing invalidated equations, impacted claims, and risk levels before you merge. Features: • Code-to-paper AST graph • Risk scoring & impacted claim detector • Exportable audit reports
PH · launched Oct 21, 2026 · 1 upvote (top 67%) · 0 views
Niche: code and binary analysis tools · 118 launches, 4 in the last 7 days ▼ -56% · Explore this niche →
Category and tags
- Horizontal
- Analytics & BI
- Developer
- Not AI
- Education
- Developer Tools
- Artificial Intelligence
- GitHub
- YouTube
Visit website ↗ Source listing ↗
More like this: all 118 launches in code and binary analysis tools →
Could you build this?
Partial A dependency and diff tool over ASTs is buildable, but linking code symbols to paper equations, sections, and tables is a novel mapping problem that needs research-grade NLP and domain understanding.
What it would actually take: Use an AST parser to build a symbol graph, then compute blast radius over call and data dependencies, and add a second graph linking code to paper artifacts through embeddings or LLM-assisted alignment with human review. The hard part is reliable alignment between code and paper semantics, which requires ML and scientific-computing expertise to validate.
Competitors
Other products that read as similar to this one : 21 launches clear the similarity bar, closest 8 shown.
Attention rank: #14 of 22 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).
Launched 316 days after the earliest competitor.
- GitBlast · ph · 2026-10-19 · 2 upvotes · similarity 0.41
- A Satellite View for Python Code · hn · 2026-02-09 · 7 upvotes · similarity 0.38
- Raval · ph · 2026-10-14 · 1 upvotes · similarity 0.36
- RepoReaper · hn · 2026-01-07 · 7 upvotes · similarity 0.36
- whetstones-lab · github · 2026-09-11 · 27 upvotes · similarity 0.35
- genpark-codebase-dead-code-unreachable-pruner-skill · github · 2026-09-27 · 7 upvotes · similarity 0.34
- nostrfy · ph · 2026-09-18 · 1 upvotes · similarity 0.32
- Treepeat – Code similarity detection using Tree-sitter · hn · 2026-09-22 · 70 upvotes · similarity 0.32
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