Engineering the future of AI development

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Insights on agent reliability, skills automation, token economics, and building systems that work.

March 9, 2026|7 min read

From Neurons to Networks

AI agents aren't a factory assembly line. Complexity theory explains why they keep breaking, and why observability beats control.

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SKILLS CONTEXT AUTOMATION

How We Built This Website with Claude Code

A GTM lead, a senior dev reviewer, and Claude Code replaced a web agency. Here's the architecture behind Flowpad's website — and why the stack matters more than the tool.

February 26, 2026|7 min read