What I Stopped Fighting on the SA Pro Recert

The biggest change I made for this AWS recert isn’t which AI I’m using, it’s that I moved my study notes out of OneNote and into Notion. Back in March I wrote about studying with custom GPTs for the AI Practitioner. The note-creation GPT had grown a system prompt that read like a software spec, the coaching one had stayed simple and useful, and the post ended with me saying I’d try Claude as a study partner for the SA Pro and figure out whether to move my notes out of OneNote. ...

May 9, 2026 · 8 min · Kashif Nazir

AI for AWS Certs

I’ve held AWS certifications since 2019, starting with Cloud Practitioner and then working through Solutions Architect Associate, SysOps, Developer Associate, and Solutions Architect Professional within about a year (It was Covid year after all). I recertified the SA Pro in 2023 and passed the AI Practitioner in February this year. The SA Pro is due again, exam’s booked for end of June, so I’m back studying. My study method has been the same every time, which is watch a Stephane Maarek course on Udemy, make notes in OneNote as I go, grind practice exams. The notes are dense and compressed, topics separated by slashes, exam questions dropped in wherever they’re relevant. The formatting is all over the place because it’s written for speed of recall, not for anyone else to read. I’ve used this approach for every cert I’ve passed and never had a reason to change it. ...

March 24, 2026 · 9 min · Kashif Nazir