Essays
The Journal253 essays
Long-form writing on AI, philosophy, psychology, and systems thinking.
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The myth of the neutral tool: Every system embeds a philosophy
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Feedback loops, both vicious and virtuous: A systems view of personal productivity
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Data Quality as a Leading Indicator of Organizational Health
Data quality mirrors organizational health. Tracking it across organizations showed that declining quality preceded organizational dysfunction by months.
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SQL Will Outlive Every Tool That Tried to Replace It
SQL has outlasted decades of replacement movements. Every alternative either adopted SQL semantics, built a SQL interface, or faded into niche use.
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Kierkegaard’s Three Stages and Technical Careers
Kierkegaard's three stages map onto the technical career: aesthetic framework chasing, ethical craft commitment, and religious acceptance of irreducible uncertainty.
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Runbooks Are the Most Undervalued Documentation
Incidents with current runbooks resolved far faster than those without. Runbooks matter most when stress and fatigue leave cognition at its most impaired.
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Goodhart’s Law in Your Dashboard: When Metrics Fail
When a metric becomes a target, it ceases to be a good metric. Most engineering dashboards audited showed Goodhart distortion within months of targeting.
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The Ethics of AI Consulting: Selling Responsibility
Most AI ethics consulting engagements I reviewed delivered expensive documentation that no one ever put into practice. Selling responsibility requires operational change.
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Container Orchestration and Infinite Abstraction
Every abstraction layer adds power and hides complexity. The architect's job is knowing where each one leaks, because abstraction leaks cause the worst outages.
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Privacy-Preserving AI Is a Competitive Advantage
Federated learning and differential privacy cost more to build but became the selling point that won enterprise deals. Privacy is a competitive advantage.