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Automated ingestion and analysis

Skew News

AI
Pipelines
News

A full-stack AI news platform that scrapes articles, analyzes sentiment and political framing, and surfaces a bias breakdown.

Explore the architecture

01 · Analysis pipeline

A traceable ingestion and analysis workflow for news context.

  • Skew News collects articles from multiple sources, extracts content, persists results, and applies Gemini analysis.
  • Scheduled processing keeps ingestion separate from the reader-facing experience.

News pipeline

01

Sources

Scrape and ingest articles from multiple publishers.

02

Processing

Extract content and run scheduled Gemini analysis.

03

Reader

Present article context and framing signals.

Purpose

Give readers source context, sentiment signals, and political framing alongside the article instead of hiding analysis behind a black box.

Working model

Source ingestion produces durable article records; extraction normalizes content; analysis attaches interpretable signals to the stored result.

Engineering evidence

  • Multi-source scraping
  • Sentiment analysis
  • Political framing

Stack

Next.js
TypeScript
Gemini
Web scraping