Essays

The myth of the neutral tool: Every system embeds a philosophy

Feedback loops, both vicious and virtuous: A systems view of personal productivity

Data Quality as a Leading Indicator of Organizational Health

Tracking data quality across 6 organizations over 18 months revealed that declining quality preceded organizational dysfunction by 3 to 6 months. Data quality mirrors organizational health.

SQL Will Outlive Every Tool That Tried to Replace It

SQL has survived 5 decades and at least 12 replacement movements. Every alternative either adopted SQL semantics, built a SQL interface, or faded into niche use.

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.

Runbooks Are the Most Undervalued Documentation

Incidents with current runbooks resolved 62% faster, with median resolution of 23 minutes versus 61 minutes without. Runbooks matter most when cognition is most impaired.

Goodhart’s Law in Your Dashboard: When Metrics Fail

When a metric becomes a target, it ceases to be a good metric. Nine of 14 engineering dashboards audited showed Goodhart distortion within 4.3 months.

The Ethics of AI Consulting: Selling Responsibility

Reviewing 23 AI ethics consulting engagements found 61% delivered unused documentation averaging $185,000 per engagement. Selling responsibility requires operational change.

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.

Privacy-Preserving AI Is a Competitive Advantage

Implementing federated learning and differential privacy cost 18% more but became the selling point in enterprise deals worth $2.1M combined. Privacy is a competitive advantage.