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Explore our latest thoughts and ideas on AI.

Scaling a Data Intelligence Pipeline: Conquering Memory Leaks and AI-Powered Fuzzy Matching
Calendar iconJuly 17, 20264 min read

Scaling a Data Intelligence Pipeline: Conquering Memory Leaks and AI-Powered Fuzzy Matching

Scraping 15,000+ companies caused severe memory leaks. Discover how we fixed Heroku OOM crashes using a fan-out queue architecture, SHA-256 change detection, and a two-tier AI fuzzy matching system to build a highly scalable Data Intelligence platform.

Will AI Replace Software Developers?
Calendar iconOctober 3, 20257 min read

Will AI Replace Software Developers?

AI can write code. But can it build your product? We cut through the 2026 hype to explain what AI coding tools actually change for businesses hiring software teams.

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