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CUSTOMER LAB DISCIPLINE / 08

Application security

Big demo energy. Secure application boundaries.

Secure defaults, dependency hygiene, API authorization, and software supply chains.

API authorizationDependenciesSecure development
Halloween pixel illustration for Application security

THE STARTING POINT

Three things to get right.

  1. Authorize every sensitive operation on the server.
  2. Validate model output before passing it into code or tools.
  3. Review dependencies and remove secrets from source and build output.

TRY THIS WITH YOUR CUSTOMER

A question worth testing.

Customer objective: explain authorization across an AI-enabled API. Follow a synthetic request through authentication, data access, and mock tool execution; demonstrate where the application validates each action.

Browse the lab notes

Give the customer a useful takeaway.

Start with a customer question and a clear success criterion. Capture the baseline, observed behavior, and evidence, then explain what the result means and which question to investigate next.

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