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Recent Articles

Security

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

Everyone obsesses over accuracy scores. But in production, confidence, consistency, and recoverability matter more.

January 02, 2026⏰2 min read

Security

You can't manually check 1,000 invoices. But you can't trust AI blindly. Here's how to validate smartly.

January 01, 2026⏰2 min read

Automation

Command-line or graphical interface? The answer depends on who's using it. Here's my decision framework.

December 30, 2025⏰2 min read

Automation

Tools change. Principles don't. Here's a look at the 'Switcherboard' stack I reach for in 2025—and why I value clarity over complexity.

December 27, 2025⏰4 min read

Automation

Internal tools deserve product thinking. Here's why UX, documentation, and user empathy matter—even when you're the only user.

December 24, 2025⏰2 min read