
Why I Document My Projects in Public
Public documentation feels vulnerable. But it's the best forcing function for clarity, quality, and accountability.
Discover automation tips, Python tutorials, and workflow optimization insights.

Public documentation feels vulnerable. But it's the best forcing function for clarity, quality, and accountability.

Automation isn't just about code. It's about understanding systems, constraints, and humans. Here's what I've learned.

One-off scripts die in a folder. Reusable tools get used for years. Here's my 3-step process for turning experiments into products.

AI is powerful. But sometimes a regex is all you need. Here's when to skip the AI and use simpler tools.

These terms get used interchangeably. But they're different—and understanding the difference will save you hours.

Not all PDFs are created equal. Here is an honest builder's guide to what works, what’s a headache, and what you should probably just skip.