Guardrails Are Where Automation Becomes Operational
A note on treating guardrails as runtime boundaries instead of prompt decoration.
guardrailsriskhuman-in-the-loop
Panteon OS Lab
A working notebook for custom AI automation systems.
I am building Panteon OS for my own workflows first. The devlog tracks what I learn while turning private decision records into a reusable method for client automation work.
AADR-informed
Manual curation
Methodology in progress
Published notes
No devlog notes published yet.
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Telemetry Is How Automation Learns
A note on measuring whether an automation system is saving time, creating review burden, or silently failing.
telemetryfeedback loopsmeasurement
Human-in-the-Loop Is a Product Design Problem
A note on deciding where judgment belongs when agents do the execution work.
workflow designreview loopscontrol