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Thoughts & Writing

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

4 Articles
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October 1, 202513 min read

Claude Sonnet 4.5: The AI That Works While You Sleep

Anthropic's latest model can code autonomously for 30+ hours, scores 77% on real-world software engineering, and costs the same as its predecessor. Here's what actually matters.

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.

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May 15, 20243 min read

AI Automation That Actually Works

5 Real business cases that prove the power of practical AI integration

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March 22, 20244 min read

From Chaos to System - Building Scalable Workflows

How I transformed a chaotic startup environment into a well-oiled machine using simple automation principles

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