Journal

Notes from the bench.

What we're building, what broke, and what we learned fixing it.

Latest

The DevSecOps Mindset: Zero Trust in Practice

Zero Trust has become a major cybersecurity concept, but its value becomes clearer when applied to a real engineering problem. In a recent client project involving backend microservices, we identified security risks in…

· 6 min read · Filed by Jibin

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Feature Selection in Machine Learning: The Hidden Key to Better Models

Machine Learning is not just about building powerful algorithms. In many cases, the success of a model depends more on the quality of its features than on the complexity of the algorithm itself. Imagine training a…

July 9, 2026 · 4 min read · Filed by Devika V V

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