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Replace print() calls with structured Python logging in analyzer.py, serp_api.py, and llm.py #1075
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Roadmap reference: P2 / Backend - structured logging
analyzer.py,serp_api.py, andllm.pyuse bareprint()calls. This produces unstructured output with no log level control, no timestamps, and no ability to suppress debug noise in production.What to do
loggingin each file.print()with an appropriatelogger.debug(),logger.info(),logger.warning(), orlogger.error()call.LOG_LEVELenvironment variable (defaultINFO).Acceptance criteria
print()calls remain inanalyzer.py,serp_api.py, orllm.py.LOG_LEVEL=DEBUGsurfaces debug messages;LOG_LEVEL=WARNINGsuppresses info messages.Resolved by PR #29 (commit
b000146) and PR #54 (commit0b4d712) which replaced print() calls with structured Python logging. Closing as complete.