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CAREER DEVELOPMENT·January 28, 2025·5 MIN READ
AI Coding FAQs: Answers from Teams Shipping Weekly
By Mira Shen
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.
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Shipping something an agent wrote?
Paste the session with your agent — or the code it wrote — and get what it claimed against what it actually showed, plus the questions that make it prove the rest. About twenty seconds, no account needed.
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