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9 min read
A Recovery Log Is Not a Streaming Log
How a regular backup and purge activity on an Oracle database bricked our Redis Data Integration pipelines.
8 min read
The Work Was Done in a Day. It Took a Week to Be True...
How my recent experiences with coding agents and spec-driven development have shaped my outlook.
3 min read
Adopting the 'Vertical Slice' Philosophy for Spec-Driven Development
Attempt at building and maintaining understanding in the era of vibe-coding.
0 min read
Learning to program in Rust by building my own shell
Learn about parsing commands, executing own programs and more in Rust.
2 min read
Evaluating ML Models: Cross Validation, Confusion Matrix, Bias–Variance
Concise notes on cross validation, confusion matrices, sensitivity/specificity, and the bias–variance tradeoff for practical model evaluation.