xulingfeng - DEV Community

AI testing storyteller. Writing the 36 Stratagems series — ancient Chinese military tactics meet modern AI system meltdowns. 16yr QA → building AI test framework.
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Python, Test Automation, AI/LLM Testing, Playwright, Java
Commercial collab: I don't do paid reviews or free promos. If your product IS a good story, I embed it into the 36 Stratagems series naturally.
Poll reveals hidden job market struggles
Readers debate how audit logs fake reality
Layoffs spark a café of stories
Static AI failing in dynamic systems
When AI tests are cheap, old bottlenecks shift
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Geeky survival humor from tech pros
Character traits revealed through coffee choices
Relatable impostor syndrome at an AI startup
Blends corporate politics with AI espionage
Cold applications fail while networks win
Readers celebrate a trap well set against ACL
Automated content flags sparked the whole ordeal
Community dreading the series finale
Surviving a near-miss landslide and a book update
Derek and Leo finally build a trap
Took three days and twenty drafts to write
AI workflows colliding with sudden layoffs
Trust forged via costly technical behavior
Linear 1.5% decay revealing human intent
Silent exclusion in AI evaluation pipelines
Security risks in the observability plane
Silent patches masking corporate theft
Tactical baiting of AI sales crawlers
Hidden gaps in the shift to AI monitoring