Opportunity Radar — AI Product Scouting Pipeline

Daily business-problem discovery system: market signals → pain extraction → research evidence → ranked buildable AI/ML product briefs.

Philosophy

market pain → use case → capability → papers → MVP

Not paper-chasing backwards.

Progress

• Collectors (HN, RSS, GDELT, arXiv, OpenAlex, GitHub)
• SQLite pipeline with relevance gates and evidence scoring
• Phase 2: reproduction inspection + Prototype Factory (auto-generated repos)
• 30+ pytest tests

Stack

Python · Typer · httpx · SQLite · OpenAI/Anthropic/Gemini