The Journal
Essays
Long-form writing on AI, philosophy, psychology, and systems thinking.
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Onboarding as Knowledge Architecture
Redesigning onboarding as a knowledge architecture problem reduced new hire time-to-productivity from 14 weeks to 8 weeks and 6-month attrition from 22% to 9%.
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On Trusting Systems You Cannot Fully Inspect
Deploying opaque AI systems creates tension between utility and epistemic responsibility. Current interpretability explains roughly 30-40% of model behavior.
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Prompt Patterns as Architectural Contracts
Treating prompt templates as versioned architectural contracts reduced production incidents by 72%. Prompts deserve the same engineering rigor as API specifications.
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Feedback Loops: Control Theory to Retrospectives
7 of 8 organizations measured output but only 1 had a closed-loop learning system. Measurement without correction is not feedback.
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The Phenomenology of the 3AM Page
The 3AM page strips away organizational scaffolding and reveals the true architecture of both the system and your understanding. Heidegger called this Angst.
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Imposter Syndrome as Socratic Wisdom
Imposter syndrome is the emotional experience of Socratic wisdom without the framework to recognize it as virtue. The doubt is the competence.
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Heidegger’s Enframing and the Jira Dashboard
The Jira dashboard enframes engineers as standing reserve. Heidegger's Gestell explains why velocity metrics conceal the most valuable engineering work.
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API Design as Organizational Philosophy
API design reflects organizational values. REST, GraphQL, and gRPC each encode different assumptions about power, responsibility, and team relationships.
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Remote Work Communication Infrastructure
Communication infrastructure redesign cut meetings by 41% and reduced decision latency from 3.2 to 0.8 days. Remote work did not fail. The architecture was never built.
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Observability as Epistemology for Distributed Systems
Observability is epistemology for distributed systems. Logs, metrics, and traces construct knowledge about systems too complex for direct inspection.