An opinionated list of Python frameworks, libraries, tools, and resources
Confession: I’m not a walking dictionary. If you test me on textbook IT definitions, I might fail. After transitioning through Law and Banking into Tech, I’ve realized that terminology is often just a high-tech "smoke screen" for professional ego. But for many of us, the problem is deeper: it's about the language of logic itself. In my first year of Law school, I spent nights memorizing the "Theor
Microsoft's 'Co-Authored-by Copilot' Tag: Unpacking the Strategic Play for AI Dominance in VS Code The persistent insertion of 'Co-Authored-by: Copilot' into commit messages within VS Code—often irrespective of GitHub Copilot's active contribution to specific changes—is far from a benign engineering detail. It represents a calculated, multi-faceted strategic maneuver by Microsoft, signaling a pr
How I removed a legacy behavior that optimized for likability—and paid for it with self-respect. Context I recently ran an audit on a behavioral pattern I had been running for years: If (someone needs something) I thought this was a virtue. In practice, it behaved like an anti-pattern: It scaled poorly So I treated it like deprecated code and started a refactor. The Bug: Over-Availability as a Def