← 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

  1. Fable 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

  2. The 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

  3. I 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

  4. The 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

  5. I 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

  6. GPT-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