Langfuse

Prompt management software went through more consolidation in 2026 than almost any other AI infrastructure category, with Humanloop shutting down and Helicone and Langfuse both changing owners. Here’s how to pick a tool that actually fits your team, using a repeatable scoring framework instead of a feature checklist.