When a Single Alphabet Decided the Fate of the First Demo
A real testing story about how a tiny mistake in a single variable name nearly affected a product demo and what it taught about debugging and quality.
Blog
Lessons and thoughts from real life incidents and learnings.
What I Learned Building a Testing Framework for a Local AI Engine
A real story about building a testing framework for a local AI inference engine, and what it taught about verifying assumptions before trusting your own tests.
What building a CI/CD system taught me about understanding architecture - Part 1
From "I Raise the PR and Merge It Myself" to a Real CI/CD Pipeline: Everything I Learned Building One From Scratch
An Uninvited Guest in the Diwali Party
A real story about how a production bug interrupted a Diwali celebration and what it taught about pairwise testing.
I Asked a Local AI Agent to Add 7 and 5
A hands on look at whether two small local models could actually call a tool in Hermes Agent, and why the database told a different story than the terminal screen.