← Engineering Logs
Series · 6 parts
AI vs Reality
I’m Syed Ahmer Shah. AI vs Reality explores what AI can actually do in software development—and where the hype stops. I test AI tools and coding workflows against real engineering problems, looking at code quality, reasoning, reliability, architecture, and maintainability. The goal is simple: separate useful AI from impressive demos and understand where human engineering still matters. Part of Syed Ahmer Shah | Engineering Logs: Design, Sync, Energize.
Parts in this series
01Fable 5 vs Sol 5.6
In June 2026, the US government yanked Claude 5 and gated GPT-5.6 Sol. Here's why it happened, why the ban failed, and how to decouple your workflow.
9 minFirst on DEV
02The Anatomy of AI: Deconstructing the "Brain" Into Vectors and Math
Syed Ahmer Shah deconstructs AI vectors, transformers, RAG, diffusion models, Claude Code leak, data training ethic. The complete technical breakdown.
9 minFirst on Hashnode
03I Tested 8 Best AI Design Tools for UI/UX with the Same Prompt
I gave Flowstep, Stitch, Base44, Bolt, Replit, v0, Lovable & Figma Make the same UI prompt. Here's how their design quality and code actually compare.
9 minFirst on Hashnode
04The Kimi K3 Paradox: The World's Most Powerful Open AI Model Nobody Can Actually Run
Kimi K3 vs Claude Fable 5 vs GPT-5.6 Sol: Benchmarks, hardware costs, data theft allegations & truth about open AI. | Syed Ahmer Shah
9 minFirst on Hashnode
05I Tested and Compared the 6 Best AI Wireframe Generators With UI and Code Export
I tested 6 AI wireframe generators for UI design, prototyping, and code export to compare their features, pricing, strengths, and best use cases.
9 minFirst on Medium
06GPT-6 Astra: A New Era of Machine Intelligence
GPT-6 Astra launched September 3, 2026. Here's an honest breakdown of what it can do, where it falls short, & is it worth upgrading from GPT-5.6 Sol.
9 minFirst on Medium