How to test an LLM feature: output, cost, speed and prompt injection
Testing a feature built on a language model? Check four things: the output, the cost per answer, the speed, and…
Technical insights, QA methodologies, and software testing strategies from our engineering team.
Testing a feature built on a language model? Check four things: the output, the cost per answer, the speed, and…
Tooling made test scripts cheap. Here is what still separates a junior, mid-level and senior QA engineer, and which level…
AI agents build exactly what the requirement says, bad requirements included. How we test AI-generated code, and free security audits…
Test automation uses software to run checks and compare results. What to automate, what to leave manual, a worked example…
End-to-end testing checks a whole user journey through the real system. When it pays off, a worked example, and why…
Smoke and sanity testing are both short checks, and they answer different questions. What each one is for, when to…
What a test plan contains, how to write each section, and a full worked example for a real feature, plus…
Shipping 47 features means nothing if a third of them break. What velocity without quality gates costs, and how to…
AI writes unit tests well and misses integration, concurrency and auth edge cases. The gaps we find, and how to…