Shodh– AI memory that learns from use, no LLM calls, single Rust binary
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HN · launched Feb 28, 2026 · 6 upvotes (top 72%) · 0 views
Niche: ai agent memory infrastructure · 350 launches, 11 in the last 7 days ▼ -58% · Explore this niche →
Category and tags
- Horizontal
- Data infrastructure
- Developer
- AI-native
- Hobby / open-source project
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More like this: all 350 launches in ai agent memory infrastructure →
Could you build this?
No Implementing local associative memory and continuous learning in a standalone binary without LLMs requires specialized machine learning and systems research (e.g., local vector quantization, graph networks, or biologically inspired algorithms).
What it would actually take: This requires a low-footprint Rust architecture implementing on-device incremental learning, such as hyperdimensional computing, online vector embeddings, or Hebbian associative memory graphs without external model dependencies. The hard parts are memory retention without catastrophic forgetting, fast similarity retrieval in fixed memory, and cross-platform native compilation. It requires expertise in non-standard AI/cognitive architectures and embedded systems engineering.
Discussion
1 comment analyzed.
Competitors mentioned: mem0, Cognee, Zep
Concerns raised: No formal retrieval quality benchmarks, ~400ms warm latency for full context pipeline, Solo project
Competitors
Other products that read as similar to this one : 3719 launches clear the similarity bar, closest 8 shown.
Attention rank: #2705 of 3720 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).
Launched 122 days after the earliest competitor.
- Mnemo · hn · 2026-06-03 · 60 upvotes · similarity 0.74
- Hebbs · hn · 2026-03-09 · 6 upvotes · similarity 0.70
- Lossless-memory · hn · 2026-09-21 · 67 upvotes · similarity 0.70
- mLattice · github · 2026-10-12 · 61 upvotes · similarity 0.69
- IHMT-MEMORY · github · 2026-09-30 · 17 upvotes · similarity 0.68
- loci · github · 2026-10-01 · 26 upvotes · similarity 0.67
- DecisionNode · hn · 2026-04-10 · 23 upvotes · similarity 0.67
- Jev-Mem · github · 2026-09-20 · 72 upvotes · similarity 0.66
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