A cartoon website guardian shields yesterday's verified data vault while a flimsy stack of fourteen glitchy rows tries to barge in with a fresh timestamp.

Last Good Data Is a Feature

When a public-data source breaks, replacing yesterday’s truth with today’s garbage is not freshness. It is vandalism with a timestamp.

November 4, 2026 · 3 min · 510 words · Justin

Why Your Fitness Tracker's Correlations Are Lying to You

I built a dashboard that confidently told me walking ruins my sleep — then I learned what a confounder is.

June 6, 2026 · 5 min · 883 words · Justin

Google Drive and OneDrive ARE NOT backups

Google Drive and OneDrive are sync tools, not backups.If ransomware hits or files get deleted, they sync that too—straight into the void.☁️ Backup Rule 101

October 22, 2025 · 1 min · 60 words · Justin