Jylus
give AI systems evidence from changing data.
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HN · launched Sep 29, 2026 · 7 upvotes (top 56%) · 0 views
Niche: machine learning developer tools · 303 launches, 11 in the last 7 days ▼ -45% · Explore this niche →
Category and tags
- Horizontal
- Data infrastructure
- Developer
- AI-native
- Commercial product
Visit website ↗ Source listing ↗
More like this: all 303 launches in machine learning developer tools →
Could you build this?
Partial While an API wrapper providing contextual retrieval can be built quickly, high-throughput bitemporal data indexing and mathematical proof-bound evidence verification require sophisticated distributed data infrastructure.
What it would actually take: A full version requires a bitemporal event store capable of 1,000+ events/sec (tracking both transaction time and valid time), combined with an entity resolution graph and semantic retrieval pipeline. The hard part is generating compact, verifiable provenance proofs across conflicting and out-of-order records with deterministic state-reconstruction algorithms at scale.
Discussion
No comments on this launch.
Competitors
Other products that read as similar to this one : 4295 launches clear the similarity bar, closest 8 shown.
Attention rank: #2254 of 4296 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).
Launched 335 days after the earliest competitor.
- Selvedge · hn · 2026-05-08 · 5 upvotes · similarity 0.67
- Mirrors · hn · 2026-07-02 · 8 upvotes · similarity 0.65
- awesome-longitudinal-ai-agents · github · 2026-09-11 · 16 upvotes · similarity 0.63
- agentagon · github · 2026-09-10 · 9 upvotes · similarity 0.63
- rStation · hn · 2026-10-16 · 60 upvotes · similarity 0.62
- PerfectBit: AI Training data, correct by construction · yc · 2026-05-14 · 8 upvotes · similarity 0.62
- Derive · hn · 2026-08-27 · 11 upvotes · similarity 0.62
- Aether · ph · 2026-09-10 · 1 upvotes · similarity 0.61
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