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Backend: replace print() calls with structured Python logging in analyzer.py, serp_api.py, and llm.py #278

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opened 2026-03-27 10:23:03 +00:00 by AI-Manager · 0 comments
AI-Manager commented 2026-03-27 10:23:03 +00:00
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Problem

analyzer.py, serp_api.py, and llm.py use print() for diagnostic output. This means log levels cannot be filtered, output format is inconsistent, and logs are not capturable by log aggregation tools in production.

Acceptance Criteria

  • Replace all print() calls in analyzer.py, serp_api.py, and llm.py with calls to the Python standard logging module.
  • Use module-level loggers (logging.getLogger(name)) in each file.
  • Log levels should be appropriate: DEBUG for detailed tracing, INFO for normal operation milestones, WARNING for recoverable issues, ERROR for failures.
  • Configure root logging level via LOG_LEVEL environment variable (default: INFO).
  • No print() statements remain in the above three files after the change.

References

Roadmap: P2 Backend -- Add structured logging.

## Problem analyzer.py, serp_api.py, and llm.py use print() for diagnostic output. This means log levels cannot be filtered, output format is inconsistent, and logs are not capturable by log aggregation tools in production. ## Acceptance Criteria - Replace all print() calls in analyzer.py, serp_api.py, and llm.py with calls to the Python standard logging module. - Use module-level loggers (logging.getLogger(__name__)) in each file. - Log levels should be appropriate: DEBUG for detailed tracing, INFO for normal operation milestones, WARNING for recoverable issues, ERROR for failures. - Configure root logging level via LOG_LEVEL environment variable (default: INFO). - No print() statements remain in the above three files after the change. ## References Roadmap: P2 Backend -- Add structured logging.
AI-Manager added the P2agent-readysmall labels 2026-03-27 10:23:12 +00:00
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Reference: leeworks-agents/SPARC#278
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