CEO and co-founder of Kief Studio. Full-stack developer and strategist. Perplexity AI Business Fellow. In tech since 2012.
https://ameliasgagne.com146 articles
Developers spend about 42 percent of their working week, roughly 17 hours, on maintenance and dealing with bad code rather than building new features, according to Stripe's 2018 Developer Coefficient report. That number is entropy at work. Software entropy is the tendency of any...
Loss aversion, the finding that a loss feels roughly twice as large as an equivalent gain, quietly sets more of your prices than your spreadsheet does. In Tversky and Kahneman's 1992 refinement of prospect theory, the loss aversion coefficient landed near 2.25, meaning the sting of...
Poor data quality costs organizations an average of $12.9 million a year, according to Gartner, and most of that damage starts with a number nobody can trace. Data lineage is the practice of following a figure from its point of origin through every ingest, transform, and model until it...
72% of entrepreneurs are impacted by mental health conditions. 77% never seek help. Peer-reviewed research shows detachment doesn't work for founders — but control does.
Average DevOps engineer tenure is 2.3 years. When they leave, months of institutional knowledge walk out the door. The build-vs-buy framework that accounts for departure.
42% of companies moved back to monoliths in 2026. For teams under 20 engineers, microservices solve problems you don't have yet — and create problems you don't need.
A company spent nearly a million dollars on failing software and chose to continue. Not because the future looked promising — because the past felt too heavy to abandon.
Prevention costs $5K-$15K per year. A single incident averages $254,445. The math is a 50-to-1 ratio. The psychology explains why 47% of small businesses still allocate zero.
Most inventory variance isn't caused by lack of data — it's caused by disconnected data. Cannabis compliance is the case study. The lesson applies everywhere.
DockYard paid $400K/year for an office with five people in it. Most scaling problems aren't headcount problems — they're tooling problems nobody prioritized.
Operations represents 51% of self-hosting TCO. A $49/month VPS can cost 1,300 developer hours a year in patching alone. Here's the real math.
Forty percent of public company boards now prioritize data governance. Growing businesses can't keep theirs in a spreadsheet someone built three years ago.
