
CCA exam preparation: think in boundaries, not product features
For the Claude Architect exam, product knowledge helps, but boundary judgment matters more: tool scope, context provenance, permissions, review, and recovery.
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3 essays tagged Claude Code. Practical notes on what happens after the demo: prompts, tools, review packets, evals, rollback, and production ownership.

For the Claude Architect exam, product knowledge helps, but boundary judgment matters more: tool scope, context provenance, permissions, review, and recovery.
The hardest CCA-F distractors are often almost right. Learn to spot the architectural boundary they quietly cross.

My new Leanpub guide for the Claude Certified Architect Foundations exam is live. It focuses on scenario judgment, distractor analysis, practice exams, and the production architecture behind the badge.