Building APED.ai — A 24/7 AI-Powered Crypto News Platform

Jonathan Stoker — Thu, 26 Feb 2026 13:55:42 +0000

The crypto space moves fast. Too fast for traditional media. That’s the core reason I built APED.ai — an automated, AI-driven crypto news and intelligence platform designed to operate 24/7 without human bottlenecks.

The idea is simple: discover, analyze, and explain what’s happening in crypto — in real time — using automation, data pipelines, and large language models.

Here’s how the concept works:

• The system continuously discovers stories from public sources
• Extracts and analyzes raw content automatically
• Uses AI to generate readable, structured news articles
• Enriches content with market context, entities, and sentiment
• Produces daily summaries and educational content
• Builds a searchable knowledge layer around crypto topics

Beyond news, the platform is evolving into a full crypto information layer — including guides, glossary, sentiment tracking, and structured data around coins, people, and sources.

A big focus is transparency: content is informational, AI-assisted, and designed to help users understand the space — not provide financial advice.

This project sits at the intersection of:
AI content pipelines
Automated research systems
Data enrichment and knowledge graphs
Real-time information processing

I’m sharing the journey as the platform evolves — both technically and conceptually.

If you’re building in AI, automation, or crypto infrastructure, I’d love to connect and exchange ideas.

Forem: Jonathan Stoker

Building APED.ai — A 24/7 AI-Powered Crypto News Platform