Design a migration plan for tool schema changes across many prompts and agents.

Instruction: Version model-facing and server contracts together, with compatibility checks and a rollback path for affected workflows.

Context: Migrate a tool schema without silently changing units, permissions, or default behavior for existing agents.

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I would inventory every caller: prompts, agent configurations, parsers, approval screens, and background jobs. Then classify the change by behavior, not just JSON compatibility. Renaming a field, changing units, or adding a default can break an agent even when a conventional API client accepts it.

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Your preparation path

Work through these questions in order. Read the answer aloud, then explain it in your own words.

1. Start with the foundations

Build the vocabulary and explain the core decisions.

  1. When should a model call a tool instead of answering from context? Free sample
  2. How would you explain MCP to a product engineer in one minute? Free sample
  3. What information should the orchestrator validate before executing a tool call? Free sample

2. Apply it to a real workflow

Practice diagnosis, validation, and everyday tradeoffs.

  1. Why do idempotency and retries matter more with AI-driven tool use? Free sample
  2. How do you keep permission boundaries clear when many tools share overlapping capabilities? Member answer
  3. A user revokes access to a connected app mid-session. How should the AI workflow behave? Member answer

3. Prepare for senior discussions

Explain failure boundaries, recovery, and production choices.

  1. Design a fallback strategy when tools are unavailable, degraded, or unauthorized. Member answer
  2. How do you implement MCP step-up authorization without losing scopes or retrying forever? Member answer
  3. An MCP request resumes after user confirmation. How would you validate its requestState? Member answer

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