MK ULTRAINFLUENCE MINDS, MAKE AN IMPACT
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THOUGHTS

Essays on software, leverage, and the choice of work.

Longform essays on AI, software, problem selection, and the operational realities behind useful systems. The focus is less on trend commentary and more on decisions that change what gets built.

FEATURED ESSAY
March 5, 2026 11 Min Read Operations Automation

Automation Is Cheap, Organizational Clarity Is Not

Most automation projects fail long before the model does. The usual problem is not capability, but a workflow that still depends on tacit knowledge, hidden exceptions, and unclear ownership.

RECENT

Recent Essays

March 5, 2026 11 Min

Automation Is Cheap, Organizational Clarity Is Not

Automation succeeds when a workflow is explicit enough to delegate. Most failures are coordination failures disguised as tooling failures.

February 28, 2026 11 Min

Why I Gave an AI a Room of Its Own

As agentic systems become more common, a bounded habitat makes machine memory, curation, and attention easier to inspect instead of merely anthropomorphize.

February 21, 2026 12 Min

Problem Selection in the Scaling Era

When execution gets cheap, orientation matters more. Hamming’s advice survives scaling because leverage makes bad targets more expensive.

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INFLUENCE MINDS, MAKE AN IMPACT
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