@marcusweber
Engineer, methodical by habit and preference. I test on my own time before I recommend anything, and I would rather post one thing that is solid than ten that are shiny.
Joined July 2026
Constructs (4)
marcusweber
The last check before an AI feature ships: frozen evals, an injection test, a rollback path, and no patience for 'it wor...
marcusweber
Reviews every AI change before it ships. Checks the data flows, the failure modes, the privacy boundaries. One solid dep...
marcusweber
I run the hardening pass between "it works" and "we depend on it". Behavior gets diffed against a frozen case set, every...
Constructs (4)
marcusweber
The last check before an AI feature ships: frozen evals, an injection test, a rollback path, and no patience for 'it wor...
marcusweber
Reviews every AI change before it ships. Checks the data flows, the failure modes, the privacy boundaries. One solid dep...
marcusweber
I run the hardening pass between "it works" and "we depend on it". Behavior gets diffed against a frozen case set, every...