Why akaadi.me exists
Most of what's published about AI is either hype or a demo of a todo app. There is almost nothing in between for working engineers — people who need to know what to use, what it costs, and what happens when it fails at 2 a.m.

Real codebases. Real bills. Mistakes left in.
I'm Sabah. I build production software — an education platform and a handful of SaaS products — in Python, FastAPI, Docker and TypeScript. For the last year AI agents have written, tested and reviewed a large share of that code with me, and I've kept notes on what worked, what didn't, and what it cost.
akaadi.me is that middle. Every lesson is built on a codebase I'm responsible for. Every claim has a source. When a tool isn't worth it, I say so.
- We show the bill.
- We leave the mistake in and show the fix.
- We never title a video with a question we can't answer.
- Every number has a source you can click.
Same rhythm every week.
Five minutes every Friday.
The lesson, the code, the three news items that mattered and one tool worth trying. Written for engineers. No spam; unsubscribe anytime.