Nudge is an AI-driven personal intelligence engine designed to turn raw web content, niche RSS feeds, and technical blogs into customized, action-oriented updates.
Instead of scrolling through generic media noise, Nudge continuously monitors your focus areas and delivers high-value highlights tailored specifically to your goals.
Key System Architecture & Core Capabilities:
User Onboarding & Preference Modeling:
→ Captures user interests, target entities, and specific domain goals into structured user models.
AI-Driven Source Discovery:
→ Leverages Tavily Search API and LLMs to uncover high-signal blogs, technical RSS feeds, and niche publications matching user focus areas.
Automated Content Fetching & Ingestion:
→ Parses incoming RSS feeds and web pages, extracting fresh article contents and metadata.
Intelligent Content Filtering & Judgment:
→ Evaluates article relevance using LLM Classifier agents to filter out low-quality noise.
Periodic Automated Refresh:
→ Serverless cron workflows (every 6 hours) trigger updates automatically via Inngest queue execution.