Ahmed ElkomyTPM · the seam
Field notes

Writing

Measured notes on building across the seams: product, design, AI, and the craft of shipping.

18 entries
01
Nine Years in the Seams
A reflection on a career spent at the intersections — between design and engineering, product and AI, MENA and global. What I've learned about where value is created, and why the seams are where I've chosen to stay.
2026
02
Shipping With AI Agents Daily: My Actual Workflow
Not a hype post. A ground-truth account of how Claude Code, Gemini, and n8n fit into my daily product-building routine — what they're good at, what they're terrible at, and where the human still has to hold the wheel.
2026
03
Product Metrics That Matter (And the Ones That Lie)
After nine years of dashboards, I've learned that most product metrics are vanity traps. Here's the small set of numbers I actually trust to make decisions, and how to measure them without fooling yourself.
2026
04
Multi-Tenant SaaS Architecture: Lessons From the Trenches
Building a multi-tenant restaurant platform solo taught me where the real complexity lives — and it's not where the architecture diagrams suggest. The practical patterns I use for data isolation, performance, and safety.
2026
05
Design Engineering Is a Product Superpower
Why the most valuable product people in 2026 aren't pure designers or pure engineers — they're the ones who operate fluently across both, and why that changes how teams should hire.
2026
06
Recommendation Engines That Actually Pay Off
How I built a collaborative-filtering system on 2M+ interactions that lifted average order value 18% and generated $47K in additional monthly revenue. The practical breakdown.
2026
07
Building for MENA Hospitality: What the Market Actually Needs
Nine years shipping platforms across the Middle East and North Africa taught me what global SaaS gets wrong about this region — and where the real opportunities are.
2026
08
AI Agents in Production: What Actually Works
Beyond the demo. A field guide to the architecture patterns, failure modes, and guardrails that keep AI agents reliable when real business operations depend on them.
2026
09
The Economics of Building Solo With AI
What it actually costs — in time, money, and focus — to build and operate a multi-tenant SaaS as one person in 2026. The numbers, the stack, and the trade-offs.
2026
10
Structured Outputs That Don't Break in Production
Lessons from shipping an LLM-powered menu scanner to real restaurants. Why prompt engineering alone isn't enough, and the validation layer that actually holds up.
2026
11
From a Simple QR Code to a Full Restaurant Platform: The Menyo Pro Story
How a frustration with clunky PDF menus led me to build a complete restaurant operations SaaS.
2024
12
Building XOrder: My Journey to Revolutionize Restaurant Management
A deep dive into creating a modern restaurant management system, from concept to deployment
2024
13
Building Design Systems That Scale: A Journey from Chaos to Harmony
My experience creating maintainable design systems and automating the designer-developer handoff process
2024
14
The Art of Performance: UX Optimization in the Real World
Practical tips and tricks for optimizing web performance without sacrificing user experience
2024
15
AI + Design Engineering: Building the Future of Creative Tools
How AI is transforming the way we approach design and development, and what it means for the future of our industry
2024
16
A New Milestone in My Career Journey
Reflecting on my journey as a designer and developer, and the exciting path ahead
2024
17
The rise of design engineering
In recent years, the role of design engineering has evolved from a specialized niche to a critical component in the development of innovative products and solutions.
2024
18
The 99% That Remains in the Drawer: A Designer's Perspective
Exploring the unseen iterations, failures, and learnings that shape great design
2024