Qi Liang | Activities

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AI-driven testing in practice: from requirements to reliable automation

See where AI genuinely helps, where it doesn’t, and how testers can stay firmly in control

A tester’s guide to AI guardrails

Identify, test and improve AI guardrails through a structured, scenario-based framework that addresses common implementation failures and attack patterns.

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AI and Testing: Auditing a Knowledge Graph Pipeline

Agent-to-agent pair programming

Rise of the Agentic Workflows

How QA Engineers should use AI in 2026 (mindset shift)

E2E Web Testing Agent with Claude

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Welcome to the MoTaverse 🎉

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