anthropics/anthropic-sdk-python

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• High-signal Testing PracticesWrite tests that are (a) high-signal and not fragile, and (b) structured with standard pytest mechanisms. Apply: - Use fixtures instead o...

  anthropics/anthropic-sdk-python Testing Python ai-agents 2026-02-25

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• Prefer precise typingUse precise types instead of `Any`, and avoid unnecessary `typing.cast` by relying on type-guard utilities and existing type narrowing. I...

  anthropics/anthropic-sdk-python Code Style Python ai-agents 2026-02-27

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• Async Concurrency PracticesWhen working in async-capable code, ensure correctness and concurrency safety: 1) Keep async code truly async (no accidental sync calls) ...

  anthropics/anthropic-sdk-python Concurrency Python ai-agents 2026-03-25

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• Deterministic API ContractsWhen designing API client/runner behavior, ensure the contract is explicit, state-driven, and aligned with what the server actually suppo...

  anthropics/anthropic-sdk-python API Python ai-agents 2026-03-20

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• Config precedence and env overridesWhen reading configuration from multiple sources (function arguments, environment variables, config files, defaults), implement and prese...

  anthropics/anthropic-sdk-python Configurations Python ai-agents 2025-06-10

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• Actionable normalized errorsWhen adding error handling for failure scenarios (infinite/looping behavior, retries, or other unbounded processes), ensure two things: 1...

  anthropics/anthropic-sdk-python Error Handling Python ai-agents 2026-03-23

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• Explicit None ChecksWhen working with nullable/optional values, treat `None` (absence) differently from other falsy values like `""` (empty string) or `0` (z...

  anthropics/anthropic-sdk-python Null Handling Python ai-agents 2026-02-09

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• Manage network resourcesWhen working with streaming or TCP options, be explicit and defensive: 1) Closing streams: If you terminate a stream early (e.g., you don...

  anthropics/anthropic-sdk-python Networking Python ai-agents 2025-10-16

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