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Internal CLIs

Incremental automation & internal team CLIs

Presented July 2, 2026 at Python Leiden User Group

Pay down operational toil one step at a time: start with a runbook, turn it into a do-nothing script, automate a step at a time, and grow the pile of scripts into a discoverable internal CLI that both your team and AI agents can safely use.