Finds AI topics before they hit mainstream.
Six sources. Velocity-scored, not popularity. Updated hourly. Currently tracking 495 signals across 6 sources. 20 surfaced as hidden gems right now.
Today's top hidden gem
ruvnet/ruflo
🌊 The leading agent orchestration platform for Claude. Deploy intelligent multi-agent swarms, coordinate autonomous workflows, and build conversational AI systems. Features enterprise-grade architecture, self-learning swarm intelligence, RAG integration, and native Claude Code / Codex Integration
Convergence ticker
Topics across multiple sources right now
When the same topic surfaces on GitHub, X, Reddit, and a YouTube channel inside 48 hours, that's convergence. Clustered via Gemini text-embedding-004, cosine ≥ 0.82.
Claude Code Just Got a Dashboard
16 signals across 3 sources · first seen 21h ago
See top-scoring member →Hermes Agent: Zero to Personal AI Assistant (1 Hour Course)
3 signals across 2 sources · first seen 21h ago
See top-scoring member →Building the App Store for Agentic Engineering
2 signals across 2 sources · first seen 21h ago
See top-scoring member →Codex CLI Tutorial: Build an AI Image Studio from Scratch
2 signals across 2 sources · first seen 21h ago
See top-scoring member →The full feed
All scored signals, filterable
Composite = (niche × 5) + (velocity × 3) + (freshness × 2). Click any row to open the source.
Tomorrow's videos
Top opportunities as ready-to-record drafts
Each draft comes from Gemini 2.5 Pro using the creator's voice rules (visceral-enemy hook in sentence two, no em dashes, no hype slop). Click to expand the title alts, the spoken hook, and the 30-second outline.
How it works
Six sources. Velocity over popularity.
Every signal is scored on three axes by Gemini Flash-Lite: niche fit (0-10), velocity per source (stars/day, views/hour, upvotes/hour), and freshness. Composite = (niche × 5) + (velocity × 3) + (freshness × 2).
Canonical AI repos, polled every 5 min for new releases.
Scraped daily; filtered by AI keyword set.
AI-niche channel uploads, views-per-hour vs channel median.
Discovery queries to catch breakout creators.
Tavily search restricted to chosen subreddits.
Anthropic, OpenAI, DeepMind, HN, Latent Space, and 12 more.
Keyword + from:@account watches via Apify, every 12h.