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Thoughts & Writing

On AI, systems architecture, and the craft of building digital products.

4 Articles

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February 10, 20264 min read

Orchestration, Memory, and the Cost of Thinking

Part 3/3: Building AI Systems That Scale. Why uncontrolled cognition is the real cost center in AI systems, and how orchestration and memory turn intelligence into leverage.

February 9, 20263 min read

Swarm Architecture: Distributed Cognition Done Right

Part 2/3: Building AI Systems That Scale. Why most multi-agent systems fail, and how disciplined swarm design turns parallel agents into compounding intelligence.

February 8, 20264 min read

Intelligence Is Not the Bottleneck

Part 1/3: Building AI Systems That Scale. Why most AI systems fail due to architecture, not model capability. Real leverage comes from controlling cognition, not upgrading models.

August 2, 20253 min read

The System Prompt is the Strategy

Your AI doesn't need more tweaks. It needs firmware. Here's how to write system prompts that lock in clarity, tone, and logic without babying the model.