docs: add btp-guard AST security gating cookbook recipe

[Arnold (search1ofall-maker)]

Closes #8162

Adds a cookbook recipe notebook demonstrating sub-50µs pre-flight AST invariant gating for AutoGen code execution using btp-guard. Includes both allowed execution and intercepted violation examples, as well as clear safety boundaries regarding static inspection limitations.

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