System Logs Active

The Logbook.

Q: Are you available for remote work?

Yes, I am fully available for remote opportunities, freelance projects, and full-time roles across different time zones.

Q: Do you accept freelance projects?

Yes, I work on contract and freelance projects ranging from backend architecture consultation to full system implementation.

Q: What is your expertise?

I specialize in backend architecture, distributed systems, machine learning operations (MLOps), API design, system design, and production-scale AI integration.

Q: Where are you based?

I am based in Cairo, Egypt, but work with teams globally and am comfortable with remote and hybrid arrangements.

A chronological record of engineering mental models, architectural post-mortems, and hard-won technical lessons.

System Date

Sector / Category

Exec_Time

Log Entry Title

[001] 2026-04-08

Engineering

12 min run

Backpressure is a Feature, Not a Bug

[002] 2026-04-08

Mental Models

13 min run

Context Windows Are Not Memory

[003] 2026-04-08

Architecture

12 min run

Data Ownership is a Decision, Not a Default

[004] 2026-04-08

Mental Models

11 min run

Every Abstraction Leaks, Eventually

Mental Models for Distributed Systems

[007] 2026-01-14

Backend Engineering

12 min run

API Design That Doesn't Rot