Automation
How I Turn Personal Projects Into Reusable Tools
One-off scripts die in a folder. Reusable tools get used for years. Here's my 3-step process for turning experiments into products.
January 07, 2026⏰2 min read
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Recent Articles
Automation
When AI Is Overkill for Document Processing
AI is powerful. But sometimes a regex is all you need. Here's when to skip the AI and use simpler tools.
January 06, 2026⏰2 min read
Automation
The Difference Between Document Parsing and Data Extraction
These terms get used interchangeably. But they're different—and understanding the difference will save you hours.
January 05, 2026⏰1 min read
Automation
What Types of PDFs Are Actually Automatable (And Which Aren't)
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.
January 4, 2026⏰4 min read
Security
Designing AI Workflows That Humans Can Audit
Black-box AI kills trust. Auditable AI builds it. Here's how to design workflows that humans can verify and understand.
January 03, 2026⏰2 min read
Automation
Why 'Accuracy' Is the Wrong Metric for AI Extraction
Everyone obsesses over accuracy scores. But in production, confidence, consistency, and recoverability matter more.
January 02, 2026⏰2 min read