The Journal
Essays
Long-form writing on AI, philosophy, psychology, and systems thinking.
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The Myth of the 10x Engineer and Individual Genius
The 10x engineer myth traces to a misread 1968 study. Social epistemology shows that complex system knowledge is distributed across teams. The genius is collective or it is nothing.
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The Data Analyst Role Is Being Redefined by AI
LLMs generate SQL at 80-90% accuracy on routine tasks. Analyst job postings show 60% more domain expertise requirements and 35% fewer SQL requirements. The role is being redefined.
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Geospatial Data Engineering Is Underinvested and Overneeded
The geospatial analytics market will reach $150 billion by 2028, yet fewer than 8% of data teams have spatial data skills. Location intelligence is the largest skills deficit in data engineering.
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Epistemology of Metrics: What We Measure and Know
Most organizations confuse measurement with understanding. The epistemology of metrics reveals the gap between data on a dashboard and actual knowledge.
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Technical debt as a philosophical concept: What we owe the future
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The Workforce Development Gap in AI-Native Organizations
A 3.2x productivity gap between AI-literate and AI-illiterate employees is growing. Only 1 of 4 organizations studied had structured AI upskilling programs.
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The Fairness-Performance Tradeoff Is Real and Underreported
In 3 production fairness projects, I measured accuracy drops of 2.7% to 8.3% when enforcing demographic parity. The tradeoff is real, and honest engagement builds more sustainable fairness than denial.
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Secular Transcendence in Technical Work
Technical work can provide genuine transcendence: flow states, elegant solutions, and architectural beauty. These experiences share the structure of religious experience without requiring its metaphysics.
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Edge Computing Changes the Architecture Conversation
Edge deployments reduced end-user latency by 73% but introduced 4 new categories of complexity: offline state reconciliation, cache invalidation, data synchronization, and deployment across 47 locations.
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Designing Multi-Tenant Systems That Protect Every Tenant
A multi-tenant SaaS redesign eliminated cross-tenant data leakage by implementing 4 isolation layers adding only 6 milliseconds of overhead per request across 1,400 tenants.