Inside the work that keeps the internet running: cloud architecture, machine learning, reliability engineering, and the leaders building it.
I was two performance cycles from principal. I asked to be moved to management instead. My skip-level thought I was making a mistake. She was probably right.
I spent five years as a project manager before making the leap into cloud security and it was the hardest and best decision I ever made. Here's the real story of how i made my transition.
Inside the small group of women architects rebuilding the substrate of the modern internet, one region, one outage, one promotion at a time.
How an unsanctioned weekend project became a production AWS region serving half a continent, and what it says about where cloud infrastructure is actually headed.
How a former research intern trained a 7-billion-parameter language model on a single rented GPU cluster, what it cost her, and what she would do differently.
It passed every eval. It would have been in production for six weeks before anyone noticed it was wrong in exactly the way that mattered.
The teams that never push back worry the platform lead most. Here is what an internal developer platform looks like when the engineers building it finally decide that disagreement is the feature, not the bug.
It was elegant. It was fast. It solved exactly the problem we had in 2021. By 2023, it was the reason three engineers quit.
“We are not waiting to be invited into the room. We are rewiring the room.”