Editorial policy
How I turn questions, experiments, and source material into useful published notes.
First-hand value
Each substantive piece should add something original: an experiment, working code, a diagram, a tested workflow, a public-data analysis, or a conclusion formed through direct use.
Sources
Material claims are linked to sources readers can inspect. Official documentation and primary research are preferred, while opinions and inferences are identified as such.
Scope
The writing draws from personal projects, public information, synthetic examples, licensed material, and independently conducted experiments. Private or confidential information does not belong here.
Corrections
Technology changes and mistakes happen. Material errors are corrected, update dates are used meaningfully, and related pages are reviewed when a correction affects more than one piece.
Last reviewed July 2026