Blog

Practical lessons from building automation and AI systems. We focus on real-world implementation challenges, design decisions, and patterns that work.

Why We Publish

This blog exists to document practical lessons from building automation and AI systems. We write about implementation challenges, design trade-offs, and patterns we've learned work well. The content is for founders, technical leads, operations managers, and anyone considering automation but unsure where to start.

Clarifies when automation makes sense and when it does not

Explains trade-offs in system design

Shares patterns that can be reused

Helps teams ask better questions before building

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