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Test Connection sends live API request on every click
cost-optimizationCost optimizationCost optimizationUXUser experienceUser experienceStatus: Open.#20 In AshayK003/PACE;_REDIRECT_KEY computed at class definition time is fragile
code-qualityCode qualityCode qualityrobustnessRobustness issuesRobustness issuesStatus: Open.#19 In AshayK003/PACE;conftest.py creates files in CWD during test runs
cleanupCleanup neededCleanup neededtest-qualityTest qualityTest qualityStatus: Open.#18 In AshayK003/PACE;unsafe_allow_html=True with hardcoded HTML in sidebar
cleanupCleanup neededCleanup neededsecuritySecurity concernsSecurity concernsStatus: Open.#16 In AshayK003/PACE;Missing .aac/.wma magic byte validation in security.py
completenessCompleteness issuesCompleteness issuessecuritySecurity concernsSecurity concernsStatus: Open.#15 In AshayK003/PACE;.aac/.wma in config but not in file uploader
bugSomething isn't workingSomething isn't workingconsistencyConsistency issuesConsistency issuesStatus: Open.#14 In AshayK003/PACE;Dead code: LLMClient.send_stream() never called
cleanupCleanup neededCleanup neededdead-codeDead or unused codeDead or unused codeStatus: Open.#12 In AshayK003/PACE;Dead code: 3 validation functions in pipeline.py never called
cleanupCleanup neededCleanup neededdead-codeDead or unused codeDead or unused codeStatus: Open.#11 In AshayK003/PACE;Blocking time.sleep() freezes Streamlit UI during analysis
performancePerformance issuesPerformance issuesUXUser experienceUser experienceStatus: Open.#10 In AshayK003/PACE;Runtime font download from untrusted URLs with no integrity check
securitySecurity concernsSecurity concernssupply-chainSupply chain securitySupply chain securityStatus: Open.#9 In AshayK003/PACE;progress_bar/status NameError in error path of _run_analysis
bugSomething isn't workingSomething isn't workingerror-handlingError handlingError handlingStatus: Open.#8 In AshayK003/PACE;Duplicate _DOMAINS definition in config.py and sidebar.py
DRYDRY principle violationsDRY principle violationsduplicate-logicDuplicated code across filesDuplicated code across filesStatus: Open.#7 In AshayK003/PACE;