The Depth the Recert Can't Test
AWS recertification keeps testing depth in one vendor while the architecture work that matters has become depth across the joins.
AWS recertification keeps testing depth in one vendor while the architecture work that matters has become depth across the joins.
A disrupted London journey, three travel apps, and the difference between confident presentation and trustworthy source data.
Legacy systems and prompt-built systems share the same risk: the output can survive long after the reasoning behind it has disappeared.
Why deferring hardware refreshes no longer feels like a free hold when replacement costs are rising in the background.
Preparing AI training surfaced the difference between knowing a tool and carrying around assumptions that only survive until you have to explain them.
Sora's shutdown was a reminder that SaaS deprecation dates do not always behave like enterprise software timelines.
Zapier, RPA, and AI agents keep running into the same contract gap between orchestration tools and applications that were not built to be automated cleanly.
A failed backup story about why disaster recovery plans, fault injection, and restore tests only matter once someone has proved the recovery path works.
A week with Yaps showed where on-device voice typing works, where the real world gets in the way, and how quickly a three-week-old keyboard can improve.
A week back on an old Windows laptop showed what Windows 11 still gets right, what still gets in the way, and how much macOS muscle memory has started to stick.