Verified65% confidenceOpinionExact time
The author proposes three systems of testing in the AI era: testing with AI, testing alongside AI (AI-led), and testing against AI (AI application testing).
3
Sources
65%
Confidence
Medium-term (~90 days)
Relevance
9/11/2026
First Seen
Valid until: 12/10/2026
Sources
Related Entities
Related Claims
VerifiedAI Agents possess three core capabilities in the testing domain: automatic test case generation, self-repairing scripts, and exploratory testing.79% similarUnverifiedThe article provides a systematic methodology for software testing professionals across three dimensions: job-search strategy, technical skill requirements, and testing transformation in the AI era.76% similarUnverified2023年以来生成式AI带来的第三波QA行业冲击不仅自动化了测试执行，更开始自动化测试设计本身75% similarUnverifiedThe AI Agent evaluation field is undergoing a three-generation technological evolution: from manual annotation, to LLM-as-Judge, and then to active adversarial testing.73% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/907006API
curl https://kongchang.com/api/v1/knowledge/claims/907006MCP
get_claim(id=907006)