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HN · launched Nov 9, 2026 · 7 upvotes (top 57%) · 0 views

Niche: ai agent observability platforms · 220 launches, 5 in the last 7 days ▼ -64% · Explore this niche →

Category and tags

  • Horizontal
  • Observability & eval
  • Developer
  • AI-native
  • Commercial product

Visit website ↗ Source listing ↗

Could you build this?

Partial A dashboard for inspecting agent memory and knowledge is buildable with AI-assisted coding, but producing meaningful insight into what a model 'knows' requires interpretability methods that are not trivial to vibe-code.

What it would actually take: The UI, trace storage, and memory-inspection views are standard web work. The hard part is extracting faithful representations of model knowledge, which needs interpretability techniques such as probing, embedding analysis, or attribution and some ML research expertise.

Discussion

1 comment analyzed.

Competitors mentioned: Neo4j

Competitors

Other products that read as similar to this one : 1098 launches clear the similarity bar, closest 8 shown.

Attention rank: #587 of 1099 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).

Launched 374 days after the earliest competitor.

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.