Each tool has its own page so you can focus. Same questions and severity rules we use on client work — not toy demos.
Tick what you already test. See the highest-risk gaps left before launch.
Interactive60-second self-check — tick what sounds true and see how urgent the launch looks.
InteractiveThe full list we work through before AI products go live. Copy it into your workflow.
InteractiveAnswer four questions about a finding — get Critical / High / Medium the way we report it.
InteractivePick your product type and top worries — get a ranked list of what to test first.
InteractiveGenerate messy, abusive, and edge prompts to try on staging before real users do.
InteractiveSix honest questions → a clear Ship, Wait, or Block recommendation.
InteractiveAccess, context, and risk items so your scoping call is not a guessing game.
InteractivePlaywright, LangSmith, Promptfoo, k6, and the rest of the stack — compared by layer.
ReferenceFive pillars, product-type matrix, and metrics we use to evaluate LLM apps and agents.
GuideEvergreen how-tos on launch testing, checklists, risk scores, and go / no-go gates.
GuidesShort posts on demos vs production, golden prompts, and release decisions.
Blog39 composite studies across healthcare, fintech, government, and more — problem, strategy, challenges, tools.
Case studiesTell us the product, the model setup, and the risk that worries you. We come back with a scope, a timeline, and the first things we would check.