Architecture doesn’t end at go-live. Gaps are revealed in the original design often in live scenarios. Re-architecting is evolution, not failure, from “what we expected” to “what the business needs.” Iteration is key.
I built an AI-powered system that automatically plans my daughter's weekly homeschool assignments and reviews her submitted work — personalized to her interests and aligned to state curriculum standards.
I recently set up a private Matrix server on a 8GB VPS for my friends and family. Getting it running took more trial and error than I expected — so here's what the final setup looks like and what tripped me up along the way.
<p>The IT world feels like a firehose of constant change. What if small, deliberate automation habits could cut through the noise and make your day a little calmer and more focused?</p>
<p>A sharp, technical post digging into API design pitfalls you’ve seen and how good architecture fixes them. Great for positioning yourself as a senior-level consultant.</p>
