How to Write an Incident Report? A Step-by-Step Guide
An incident report records a defect found during testing. Learn what to include, the IEEE structure, metrics, tools, and how to write one step by step.
TestMu AI Blog20 min read
testing
50 stories
Test Monitoring and Test Control: Metrics and Best Practices
Test monitoring and test control track testing against the plan and fix drift. Learn the key metrics, ISTQB control actions, and best practices.
TestMu AI Blog17 min readWhat Is Service Virtualization? Examples and Use Cases
Service virtualization simulates unavailable APIs, databases, and services so teams can test early. Learn how it works, its types, tools, and examples.
TestMu AI Blog33 min readHow to Use Auto Heal in Playwright for Self-Healing Tests
Learn how playwright self healing tests work: auto heal detects broken selectors, fixes tests automatically, and keeps automation pipelines stable.
TestMu AI Blog15 min readKotlin Unit Testing: A Beginner’s Guide With Examples
Kotlin unit testing tutorial: set up JUnit 5 in IntelliJ IDEA with Gradle, write your first test, measure coverage, and mock dependencies with Mockito.
TestMu AI Blog17 min readWhat Is Static Testing? Techniques, Tools, and Examples
Static testing finds defects in code, requirements, and designs without running the software. Learn its techniques, tools, examples, and best practices.
TestMu AI Blog25 min readOnly Gemini Failed My False-Premise Benchmark — 7 Models Tested
Only Gemini Failed My False-Premise Benchmark — 7 Models Tested The itch I kept noticing a specific failure mode: when a question embeds a false assumption, most models correct the user cleanly — but some play along and confabulate detailed answers that fit the wrong premise.
Dev.to AI4 min readAI-Assisted Debugging Techniques for Complex Systems (2026)
Originally published at nlocoding.com 3xNvidia tripled code output with AI IDE (Cursor) Nvidia now produces three times as much code as before across its 30,000+ engineers, thanks to a specialized AI-powered IDE—Cursor.[1] AI-assisted debugging techniques for complex systems are rewriting the rules…
Dev.to AI5 min read17 Agile Metrics and KPIs to Boost Testing Efficiency
Explore key Agile metrics and KPIs designed to enhance testing efficiency, streamline workflows, and drive measurable improvements in software quality.
TestMu AI Blog28 min readMy experience writing automated tests for a SPA
The perfect app for your band practice recordings. Built by musicians, for musicians!
Lobsters8 min readHigh-volume AI scoring with Jev and Pydantic Evals
Use Jev for categorical judgments, probabilities, and numeric rubric scores in Pydantic Evals, then track the results in Logfire without a per-score fee.
PydanticAI Blog12 min readAPI testing tools that generate tests from code, compared
Spec-driven fuzzers, traffic-recording tools, AI request assistants, and security-focused generators all claim to "generate API tests." A researched map of what each actually generates, from what source, and what it misses.
Elva Blog9 min readHow to Test an AI Support Agent Before You Let It Talk to Customers
A practical pre-launch QA playbook for AI customer support agents: how to build a scenario bank from real tickets, test grounding and the 'I don't know' path, run adversarial checks, and turn evaluation into a regression suite instead of a one-time demo.
Owlish Blog12 min readClaude Code Hooks: Make "Done" Mean Tests Passed, Not Agent Stopped
How to use Claude Code PostToolUse and Stop hooks to enforce that "done" means tests actually passed — patterns, security rules, and gotchas.
Grass Blog4 min read
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