GenAI QA Blog | genai.qa
Practical insights on GenAI application testing - hallucination benchmarking, prompt injection defense, RAG evaluation, agent safety, and compliance documentation for startups.
EU AI Act Compliance for Startups: What You Actually Need to Do by August 2026
A startup-actionable summary of EU AI Act requirements - risk classification, documentation requirements, testing …
What Your Series B Investors Will Ask About AI Safety (And How to Answer)
The 12 most common AI safety and quality questions VCs ask during technical due diligence, with template answers and …
Promptfoo vs. DeepEval vs. RAGAS: When to Use What (And When to Hire Help)
An honest side-by-side comparison of the three most popular open-source GenAI evaluation tools - capabilities, setup …
How to Test AI Agents: Safety Boundaries, Tool Use, and Planning Failures
The first comprehensive guide to testing autonomous AI agents. Covers tool use validation, planning verification, safety …
OWASP LLM Top 10: A Startup CTO's Testing Checklist
Maps the OWASP Top 10 for LLM Applications to concrete testing actions. Severity ratings, testing approaches, tool …
7 Ways RAG Systems Fail in Production (And How to Test for Each)
A detailed breakdown of RAG failure modes - retrieval miss, grounding failure, context overflow, stale data, and more. …
The Complete Guide to GenAI Application Testing (2026)
The definitive guide to testing GenAI applications - hallucination benchmarking, prompt injection testing, RAG …
Why 30% of GenAI Projects Fail After POC - And How to Prevent It
One-third of GenAI projects never make it past proof-of-concept. Analysis of the five most common failure patterns and …