This is an interesting framing of the context problem — I especially agree that a lot of failures in software projects come from unclear requirements rather than execution. Even in simple tools like [IPPT Caculator] https://sgipptcalculator.com/ if the problem isn’t defined properly, you end up rebuilding things multiple times. That’s why I try to keep my own projects very focused and minimal from the start.

Good explanation. A real challenge appears in production environments when access tokens expire during long-running sessions, especially in microservice architectures. For example, in Kubernetes-based applications behind API gateways, improper refresh token handling can lead to repeated authentication failures, spike traffic on auth services, and even cause cascading failures during peak load. That’s why token rotation, secure storage, and proper retry mechanisms are just as important as the JWT implementation itself.

A very good practical approach to utilizing LLMs to get quality output. We need more of this!

it'll definitely raise the bar for entry-level, but deep systems knowledge isn't going anywhere.

Adi, nice article and interesting tool, llmscan. I am certainly giving it a spin. Keep rocking! -Hemant Sankpal

Great article! The insights about headless Shopify development and high-performance ecommerce are very informative. Modern ecommerce businesses are clearly moving toward faster, more flexible storefront experiences, and this post explains the trend really well. Looking forward to more ecommerce and AI-related updates from https://easyecom.blog/