Welcome

This is the first post on the goXki blog.

I plan to write about four things mostly:

• Architectural decisions — when to use what, why, what alternatives existed, and why I picked what I picked. Concrete cases from real projects, including the architecture choices behind my upcoming Truveal product (a gamified, AI-powered self-discovery app) — stack, data model, AI pipeline, cost trade-offs, and the alternatives I rejected.
• API & integration work — patterns I learn while making services talk to each other reliably
• AI & automation — pragmatic uses of LLMs that actually save time
• Full-stack engineering — small posts about whatever bug or refactor caught me this week

If you have a topic you’d like me to cover, reach out.