Notes from the team behind Kahlo.

"Agent" gets slapped on everything now. Here's the actual line between an AI assistant and an AI agent — and why it matters.

Single-agent or multi-agent AI? The 2026 research shows coordination is a cost — here's when each architecture actually wins.