AI Coding FAQs: Answers from Teams Shipping Weekly

Common questions

• How do we budget for inference? Start with a per-feature ceiling and alert when spend grows 10%.
• Which licenses are safe? Default to Apache/MIT sources and keep an SBOM for AI-generated dependencies.
• How do we keep humans in control? Require approval for new tools and data scopes.

Copy-paste answers for execs

Use this template deck that explains risk controls, observability, and customer-facing transparency.