CEO and co-founder of Kief Studio. Full-stack developer and strategist. Perplexity AI Business Fellow. In tech since 2012.
https://ameliasgagne.com146 articles
Imagining that a project has already failed raises a team's ability to correctly identify the reasons for a future outcome by about 30 percent, according to research by Deborah Mitchell, Jay Russo, and Nancy Pennington published in the Journal of Behavioral Decision Making. That single...
Nearly a third of breaches in 2025 involved a third party, double the year before. The sub-processor problem means every SaaS tool hands your data to its vendors' vendors. Third-party risk and data governance are one problem.
Across eight experiments published in Nature in 2021, people asked to improve an object, a plan, or an idea reliably reached for addition and overlooked subtraction, even when removing something was the better fix and sometimes the only right answer. The finding is inconvenient because...
Customer acquisition costs have risen 222% in eight years. Free developer tools cut through that math by letting the work speak before the sales conversation starts. The tool is the proof. The proof is the pitch.
Non-compliance costs $14.82 million on average versus $5.47 million to maintain compliance, a 2.71x gap. Compliance engineering means building systems where evidence generates itself, not assembling it from memory before each audit.
Over 92% of the Western world's data sits on U.S.-owned servers, and the CLOUD Act lets authorities demand access regardless of location. Owning the stack is not ideological. It is jurisdictional, operational, and the difference between answering 'where is the data' with a street address or a vendor FAQ.
Eighty-eight percent of AI agent projects fail before reaching production. The gap between AI agents in production and agents that demo well is not a quality problem. It is a design problem rooted in compound failure math that most teams never calculate.
Sonatype counted 1.23 million malicious packages. Your lockfile security posture determines whether those packages reach production or stop at the gate. The dependency layer is the attack surface now.
Only 20 percent of executives say their organizations excel at decision making, and most report that much of the time they spend on it is used ineffectively. A large share of that waste comes from treating reversible decisions as if they were permanent. Amazon has a name for the...
Software maintenance accounts for 50 to 80 percent of a system's total lifecycle cost, according to decades of engineering research summarized in the peer-reviewed literature on maintenance economics. A large share of that money is spent touching things nobody currently understands....
Gartner found 63% of organizations lack or are unsure they have AI-ready data. Data governance for AI, not the model, is the real prerequisite. Know where your data lives before you pick a tool.
In a study of 133 popular open-source projects, 46 percent had a bus factor of one, meaning a single person held enough of the knowledge that the project would stall if they walked away, and 65 percent had a bus factor of two or fewer (Avelino, Passos, Hora and Valente, 2016). The bus...
