The Speed Trap: Why AI's Biggest Strength Is Creating Its Biggest Quality Problem
88% of agentic AI early adopters are seeing positive ROI. But the same report quietly lists "verify quality" as a core human responsibility — without explaining how anyone is supposed to do that at AI speed.
The LitmusLab Team
July 28, 2026
What's New — July 24, 2026
Usage tab in project settings, a free AI Quality Assessment tool (no account needed), and public site improvements.
The LitmusLab Team
July 24, 2026
We Built Screened to Prove LitmusLab Isn't Just Theoretical
We built a real AI application — a social movie recommendation engine — and ran it through three levels of testing. This is what we found, what we'd do differently, and what it means for teams shipping AI features.
The LitmusLab Team
July 23, 2026
What's New — July 17, 2026
Scenario Import lands — bring in test data from JSON or CSV. Plus GPT-4o as the default evaluator, in-app help, and automatic scenario sync.
The LitmusLab Team
July 17, 2026
What's New — July 10, 2026
Scoring accuracy fixes, scenario field cleanup, and evaluation prompt corrections — all affecting the accuracy of results you're already seeing.
The LitmusLab Team
July 10, 2026
What's New — July 3, 2026
A big week: Response Inspector, JMESPath for context mapping, live run progress, stop-on-failure, dashboard trend charts, context mapping preview, and data type support.
The LitmusLab Team
July 3, 2026
What's New — June 26, 2026
Contexts & Scenarios land — the most significant change to how LitmusLab works. Define your data structure, populate scenarios, and run every test case against all of them automatically.
The LitmusLab Team
June 26, 2026
What's New — June 19, 2026
LitmusLab is live. Delete and duplicate tests, variable substitution in connections, and scrollable results.
The LitmusLab Team
June 19, 2026