Public Notes & Digital Garden
Atomic knowledge, real-world gotchas, algorithm analysis, and evolving architectural observations.
The Steiner Forest Problem & Network Routing
Unlike classic Steiner Trees that link all vertices, Steiner Forest models connect only disjoint pairs of interest. An NP-hard model fundamental to telecommunications and cloud interconnects.
The Critical Role of Algorithm Analysis in Modern Industry
Why asymptotic analysis and algorithmic thinking remain vital in data systems: balancing exact solutions with approximation algorithms across optimization, scheduling, and search indexing.
Who Is a Developer in the Era of AI & Low-Code?
Tracing software development from manual C compilation to IDEs, message boards, and Copilot. Being an engineer remains rooted in systematic problem decomposition, not language syntax.
When Stakeholders Say 'It’s Too Technical'
'It's too technical' is often a polite substitute for 'I don't understand.' True technical leadership requires prioritizing context and clarity over protective jargon.