The structured set of bounds, rules, and tiered policies that shape a model's output to match intent. Constraint Architecture is not a list of instructions: it is a designed system in which constraints are layered, prioritised, and tested for completeness.
The Agent Control Architecture Pack includes deployable system prompts, AGENTS.md templates, and fully-worked BYOP rebuilds that operationalise every precision term.
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