Software
Poetry and Probability
A name generator is only as Irish as the pool you let it learn from. Most of the week was deciding what --region ireland is allowed to mean.
Kartik Jha
August 17, 2026
My Thoughts.
A collection of thoughts, tutorials, and deep dives into the world of AI, product design, and engineering logic.
Software
The Entropy of Intent: Trimming the Probabilistic Slop
Six weeks of gutting a codebase that had slowly strangled itself on its own shortcuts. By the end, we found a pile of complications that had buried the architectural intent.
Kartik Jha
April 11, 2026
Software
Tether: Architecting the Deterministic Stack
Why settle for probabilistic AI slop when you can have a deterministic engine that respects your architectural opinions?
Kartik Jha
April 10, 2026
Software
The Result and the Railroad
Moving a Node Express template from fragile prototype to production-grade infrastructure - Result patterns, hardened AI streams, and security boundaries that hold under stress.
Kartik Jha
April 9, 2026