ai-edge-research
AI Edge Research
Research what's actually happening in AI — optimized for practitioner signal, not marketing noise.
Standard web search for AI topics is heavily polluted with SEO listicles, AI-generated content about AI, and marketing from tools that invested in content 6-12 months ago. Real practitioner signal lives in community platforms where builders share what they're actually using.
Before starting, read references/source-seeds.md for Telegram channel and Twitter practitioner
seed lists to use alongside the methods below.
Core Principle
This is a guide, not a script. Adapt your approach to the topic, scope, and available tool budget. A narrow question ("what's the best local embedding model right now") needs 3-5 targeted searches. A broad sweep ("what's new in AI agents") needs 10-20+ across multiple sources. Use judgment.