Operational writing on AI governance for teams building real controls: ownership, policy, data boundaries, output review, training, and monitoring.
Prompting is a reliability discipline when outputs affect operations. Structure, instruction separation, and output controls turn prompting from style preference into governed infrastructure.
TRIDENT connects assessment, policy, permissions, review, logging, incident response, and maturity progression into a repeatable governance model.
Prompt injection is a control-boundary problem, not just a model quirk. Protection requires task scoping, least privilege, output inspection, and logging.
The vendors who deploy autonomous agent infrastructure first will not just close faster — they will operate in a different category. Where agents outperform humans and how to govern them.
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