What Actually Moves Between AI Tools
Trying to move a writing setup from Claude to ChatGPT showed the gap between portable memory, portable code, and portable workflow enforcement.
4 min read
Read →
Blog
Writing about cloud migration, application compatibility, enterprise AI adoption, AWS architecture, and the work of getting sharper over time.
Heat Is an Availability Problem
Heat turns availability into a physical dependency, from an overheating laptop in a London flat to data-centre cooling failures.
3 min read
Read →
The Tabs I Saved for After the Exam
Clearing saved tabs after the AWS recert showed how quickly useful technical workarounds age into features, obsolete notes, or stale bets.
3 min read
Read →
The Same Confident Voice
A heatwave fan problem showed how AI keeps sounding certain when it cannot check whether its answer works in the real world.
3 min read
Read →
The Web You'll Never Read
Machine-only web surfaces turn AI discovery into a trust problem when site owners cannot see what crawlers and agents actually receive.
6 min read
Read →
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.
3 min read
Read →
Three Apps, One Feed
A disrupted London journey, three travel apps, and the difference between confident presentation and trustworthy source data.
3 min read
Read →
The Why Leaves With the Person
Legacy systems and prompt-built systems share the same risk: the output can survive long after the reasoning behind it has disappeared.
3 min read
Read →
The Hold That Used to Be Free
Why deferring hardware refreshes no longer feels like a free hold when replacement costs are rising in the background.
3 min read
Read →
I Think It Does This
Preparing AI training surfaced the difference between knowing a tool and carrying around assumptions that only survive until you have to explain them.
3 min read
Read →