AI & Claude

Practical AI engineering with Claude for production systems.

Why Claude is the default AI across every SourceForge product

The reasoning behind making Anthropic Claude the default text model across every SourceForge product — and the one exception we make for media.

12 May 2026 7 min read

AI & Claude

Cost engineering 60 Claude agents: prompt caching, Batch API and the Haiku/Sonnet/Opus mix

How Marketing OS runs 60+ production agents on Claude at a cost structure that competes with traditional agencies — and the four levers that get it there.

28 Apr 2026 8 min read