HUMANHOURS / BLOG

Every agent,
measured in
human hours.

Notes on the product, the engineering, and the math behind agent ROI. Written for the people building, shipping, and paying for AI agents.

10 MAY 2026 · 6 MIN · ENGINEERING

Where to track AI hours saved: a decision tree for any automation stack

Eight automation patterns, eight different places to drop the tracking event. A decision tree for keeping AI hours saved defensible across n8n, Zapier and custom Python.

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10 MAY 2026 · 4 MIN · PRODUCT · METRICS

Why we measure AI agents in human hours

Tokens and API calls don't answer the only question your CFO is asking. Here's why we built HumanHours around hours saved, and what one HTTP call per task gets you.

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