Insights
Practical notes on software testing, quality engineering, and AI-native development — written by the team that does the work.
HIPAA Software Testing Checklist: What Auditors Actually Look For
A practical HIPAA software testing checklist covering PHI handling, access controls, audit logging, and the interoperability checks auditors actually verify.
In-House QA vs QA Outsourcing: A Real Cost Breakdown
A line-by-line cost comparison of building an in-house QA team versus outsourcing, including hiring, tooling, ramp time, and hidden costs most teams miss.
Selenium vs Cypress vs Playwright in 2026: Which One Actually Fits Your Stack
A practical comparison of Selenium, Cypress, and Playwright for test automation in 2026 — speed, cross-browser support, flakiness, and when to pick each.
How We Test LLM Features for Hallucination, Bias, and Safety
A practical framework for testing LLM features: hallucination, bias, prompt-injection resistance, and where human review still matters.
VAPT vs Penetration Testing: What's the Difference and Which Do You Need
VAPT vs penetration testing explained — scope, depth, deliverables, and how to decide which one (or both) your product needs before a release or audit.
Load Testing an E-commerce Platform Before Your Biggest Sale Day
A practical guide to load testing e-commerce before a big sale: what to simulate, common failure points, and how much headroom to plan for.
Get new QA and AI-engineering notes by email
One email when we publish something worth reading. Unsubscribe anytime.