AI testing storyteller. Writing the 36 Stratagems series — ancient Chinese military tactics meet modern AI system meltdowns. 16yr QA → building AI test framework.
Civic technologist building AI tools that help systems explain themselves. Clew Suite builder, NACM 2026 speaker. I write about hackathons, product judgment, agent readiness, and learning in public.
Hi @xulingfeng lol The human nature of it all. To build something and then try to break it. Feels like being a kid sometimes! Which is why I love this process 😆
AI testing storyteller. Writing the 36 Stratagems series — ancient Chinese military tactics meet modern AI system meltdowns. 16yr QA → building AI test framework.
Civic technologist building AI tools that help systems explain themselves. Clew Suite builder, NACM 2026 speaker. I write about hackathons, product judgment, agent readiness, and learning in public.
Civic technologist building AI tools that help systems explain themselves. Clew Suite builder, NACM 2026 speaker. I write about hackathons, product judgment, agent readiness, and learning in public.
Civic technologist building AI tools that help systems explain themselves. Clew Suite builder, NACM 2026 speaker. I write about hackathons, product judgment, agent readiness, and learning in public.
Civic technologist building AI tools that help systems explain themselves. Clew Suite builder, NACM 2026 speaker. I write about hackathons, product judgment, agent readiness, and learning in public.
Civic technologist building AI tools that help systems explain themselves. Clew Suite builder, NACM 2026 speaker. I write about hackathons, product judgment, agent readiness, and learning in public.
Hi @traviswheatley Yes, it can be a steep learning curve trying to get this right in orgs. But definitely necessary when dealing with confidential information or access. It's...complicated! 🤣
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This is such a great habit — testing your own access rules by trying to break them yourself. Rules are meant to be tested, hahaha.🤣
Hi @xulingfeng lol The human nature of it all. To build something and then try to break it. Feels like being a kid sometimes! Which is why I love this process 😆
Yes! Builder and tester in one role. Never lose that curiosity😁
Definitely!!!!! 🚀
Really very enjoyable article!! :D
Thank you so much for reading. I appreciate it!
Thanks for writing also for everyone
You're welcome 😀
🤣🤣 rules are meant to be tested , bro hahha
@jovid_mi_04c19c1cc8c597de , aren't they though?!? 🤣😂
hahhaha
Access follows function, not the org chart. Most teams get this backwards.
Hi @traviswheatley Yes, it can be a steep learning curve trying to get this right in orgs. But definitely necessary when dealing with confidential information or access. It's...complicated! 🤣