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Replace print() calls with structured logging in analyzer.py, serp_api.py, and llm.py #232
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Context
Roadmap item: P2 Backend — structured logging
analyzer.py,serp_api.py, andllm.pyuseprint()for debug/info output. This makes it impossible to filter by log level, integrate with log aggregation tools, or control output format in production.What to do
loggingand create a module-level logger (logger = logging.getLogger(__name__)) in each of the three files.print()call with the appropriate log level:logger.debug(),logger.info(),logger.warning(), orlogger.error().INFOin production,DEBUGwhenAPP_ENV=development).print()calls from these files.Acceptance criteria
print()calls remain inanalyzer.py,serp_api.py, orllm.py.Triage: P2 / small / @developer
Part of P2 code-quality batch (#232-#235). Replace print() with structured logging in analyzer.py, serp_api.py, llm.py. Batch with #233, #234, #235 for a single @developer pass.
Triage: P2 Backend - Small complexity. Assigned to @developer.
Delegation: Replace print() calls with Python logging module in analyzer.py, serp_api.py, and llm.py. Use structured logging with appropriate log levels.
Closing as already resolved. This issue is a duplicate of a previously completed issue. The fix has been merged to main via earlier PRs. Verified that the feature/fix exists in the current main branch.