Field Insights & Engineering Notes

Engineering notes on building
scalable digital products.

Practical architectures, distributed systems patterns, offline-first execution, and applied AI engineering for modern startups.

Engineering Offline-First Field ERP Systems: Lessons from the Ops Platform
Featured ArticleArchitectureOffline-First
Aug 10, 20265 min read

Engineering Offline-First Field ERP Systems: Lessons from the Ops Platform

How we engineered a resilient field operations ERP utilizing IndexedDB and conflict-free cloud sync for remote construction sites across Dubai and Riyadh.

MOMohamed Osama
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Latest Engineering Articles

Building AI Social Media Operations for the Arabic Market: The ELITK Story
AISaaS
Aug 5, 20266 min read

Building AI Social Media Operations for the Arabic Market: The ELITK Story

Why global social media tools fail Arabic agencies, and how we architected a multi-tenant AI engine tailored for regional marketing teams.

MOMohamed Osama
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Designing a 3D Audio-Reactive WebGL Experience — Resonance 8 for Google I/O 2026
WebGLThree.js
Jul 28, 20264 min read

Designing a 3D Audio-Reactive WebGL Experience — Resonance 8 for Google I/O 2026

Behind the scenes of building Resonance 8: customized GLSL shaders, client-side face mesh tracking, and 60 FPS WebGL rendering.

MOMohamed Osama
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How to Stress-Test Startup Concepts Across 7 AI Specialist Angles: The Round Table Engine
GenAIVertex AI
Jul 20, 20265 min read

How to Stress-Test Startup Concepts Across 7 AI Specialist Angles: The Round Table Engine

An architectural deep dive into BagbackTech's multi-agent evaluation engine, orchestrating Vertex AI and Genkit for instant startup audits.

MOMohamed Osama
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