Notes
Working drafts on AI, software delivery, mentorship and building in MENA.
A short checklist I run through before taking on (or recommending) any enterprise AI engagement.
What I see across founders going through Brinc, Mashroo3i and Misk Launchpad — the same problems, in different costumes.
Quick companion note to my paper on estimating LLM inference costs on local hardware — and why CFOs should care.