TauricResearch/TradingAgents

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• Graceful, Specific Error HandlingWhen handling failures, prefer predictable, safe behavior over broad or crash-prone exception handling—especially around filesystem, JSON...

  TauricResearch/TradingAgents Error Handling Python ai-agents 2026-05-02

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• Null and Empty HandlingApply a consistent null/empty handling pattern for configuration and user-provided values: - Treat “present but empty” inputs (e.g., env ...

  TauricResearch/TradingAgents Null Handling Python ai-agents 2026-05-07

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• Actionable Troubleshooting DocsTechnical documentation—especially troubleshooting guides—must let contributors go from symptom to reproducible diagnosis with minimal gu...

  TauricResearch/TradingAgents Documentation Markdown ai-agents 2026-05-03

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• Configuration Source of TruthMaintain configuration in a single, consistent way across the codebase: - **Use explicit defaults + safe fallbacks:** If function paramet...

  TauricResearch/TradingAgents Configurations Python ai-agents 2026-05-03

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• Regression Tests With ParametrizationWhen changing business logic that affects output shape/order or resolution rules, add regression tests that assert observable outcomes fo...

  TauricResearch/TradingAgents Testing Python ai-agents 2026-05-03

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• SDK-aware API clientsWhen building or calling API client code, follow the SDK’s actual request/response types and conventions instead of assuming REST/dict se...

  TauricResearch/TradingAgents API Python ai-agents 2026-03-31

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• Tool Loop Output ContractWhen implementing tool-using LLM agent nodes (e.g., LangGraph/LangChain multi-agent flows), standardize a “tool loop → finalize only when...

  TauricResearch/TradingAgents AI Python ai-agents 2026-03-23

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• Cache deterministic resultsWhen an operation is deterministic and expensive (often due to external IO like `yfinance`), avoid doing the same work twice. Use bounded...

  TauricResearch/TradingAgents Caching Python ai-agents 2026-05-03

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• Align Mount PathsWhen configuring Docker bind mounts (or any persistence paths), set the container mount target to exactly where the application writes at...

  TauricResearch/TradingAgents Configurations Yaml ai-agents 2026-05-02

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• Concise, Consistent StateAdopt a style rule that keeps code (1) concise in data derivation, (2) consistent in input normalization, and (3) correct in conditional ...

  TauricResearch/TradingAgents Code Style Python ai-agents 2026-03-25

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• Use authenticated env tokensAny service exposed to the network (e.g., via Docker `ports`) must be protected with authentication, and any secret used for that auth (e...

  TauricResearch/TradingAgents Security Yaml ai-agents 2025-11-19

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