Nicheloom visits: 38,499 all-time · 10,034 in the last 7 days

The opportunity tracker for new startups.

Today: 1,248 launches · Niche of the day: giveaway and sweepstakes platforms · See what launched today →

rubi

Knowledge graph and context manager for AI coding agents: Claude Code, Codex, Gemini CLI, Cursor, Copilot and local models. Code map with PageRank, temporal knowledge graph, hybrid search, early compaction with handoffs.

Get picks like this daily. Today's launch numbers, the top launches, AI and tech news, and a daily opportunity pick, straight to your inbox.

Visit website ↗ Source listing ↗

GITHUB · launched Oct 17, 2026 · 11 upvotes (top 92%)

Similar launches

See all 2977 similar launches →

Could you build this?

Yes The product is a code-indexing and context layer built from standard parts (tree-sitter parsing, PageRank over a code graph, embeddings with hybrid search, and summarization for handoffs), all of which are well-documented techniques.

Competitors

Other products that read as similar to this one : 2977 launches clear the similarity bar, closest 8 shown.

Attention rank: #2779 of 2978 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).

Launched 353 days after the earliest competitor.

Other launches for this product