Quality Analyst, Not Quality Assurance.
Articles on software testing, quality analysis, and test engineering: automation testing, API testing, performance testing, UI testing, and AI-assisted testing. Series like "30 Days of AI in Testing Challenge" and "UI Testing Best Practices" share hands-on experience and tooling. Written for testers and developers who care about quality.
A bilingual guide to detecting mutually exclusive requirement rules while preserving sources, conditions, applicability, and Human precedence decisions.
Read articleA bilingual guide to comparing requirement artifacts for terminology, identifiers, formats, states, rules, behavior, scope, and evidence status.
Why a valid SKILL.md, a successful invocation, and plausible output are still insufficient evidence of Agent Skill quality.
A bilingual guide to identifying ambiguous actors, scope, quantities, conditions, timing, states, and acceptance criteria without choosing an interpretation.
A bilingual guide to reviewing requirement completeness, clarity, verifiability, feasibility, scope, and evidence quality before design or testing.
LLM Evaluation Design field guide covering project inputs, evidence, execution boundaries, advanced composition, and team gates.
LLM Testing field guide covering project inputs, evidence, execution boundaries, advanced composition, and team gates.
The official DeepSeek Harness Desktop Preview is now available for Windows and macOS, and dsh-qa supports it through the official Plugin entry point as a local QA Workbench.
AI-Assisted Testing field guide: inputs, sample output, evidence boundaries, installation, and common mistakes.
Prompt Testing field guide covering project inputs, evidence, execution boundaries, advanced composition, and team gates.
Security Testing field guide: inputs, sample output, evidence boundaries, installation, and common mistakes.
Multi-Role Quality Synthesis field guide: inputs, sample output, evidence boundaries, installation, and common mistakes.
