Niels Berglund

Week 48 AI roundup: Open-source pg-aiguide teaches LLMs production PostgreSQL, Claude Opus 4.5 drops to $5/25 per million tokens, deep agent architectures explained.

Discover how TimescaleDB delivers 979x faster performance than PostgreSQL, Claude Code transforms from autocomplete to autonomous engineering teams, and agentic AI revolutionizes customer experience beyond chatbots. Week 36 tech insights on database optimization, AI-assisted coding workflows, and enterprise automation strategies that are reshaping software development at scale.

This week explores the convergence of traditional engineering excellence and AI-native approaches: from HTAP's death and OpenAI's PostgreSQL mastery to Microsoft's autonomous debugging agents and O3's breakthrough reasoning capabilities. The developments signal the early stages of Software 3.0's transformation, where organizational dynamics continue to shape enterprise adoption despite unprecedented technical advances.