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Using AI & Automation to Reduce Meaningless Labor

Practice records: Building sustainable personal systems and side projects

Why These Practices

As a father with limited time, I focus on using AI and automation to replace tedious manual work, allowing technology to truly serve life, side projects, and long-term personal systems.

This is not a training site, not a traffic site, not a collection of technical tutorials. It's a real practice archive.

What I Do

AI & Automation Practice

Real-world AI tool implementations and automation workflows

Side Project Validation

Tool and product practice with real results and limitations

Systems & Reflection

Systematic thinking on time, energy, family, and technology

Featured Experiments

Real problems, real solutions

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🟒 Live

Peer Drop

Secure peer-to-peer file and text transfer tool

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Long-term Practice, Not Quick Wins

If you're interested in building sustainable systems rather than chasing trends, consider following along.

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