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dhar174/steel_defect_demo — agent flight log

53 pull requests opened by AI coding agents in dhar174/steel_defect_demo (★ 0, HTML): GitHub Copilot (GitHub) 50 (94% merged), OpenAI Codex (OpenAI) 3 (100% merged).

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Flights by agent

AgentFlightsMerge rateMedian to mergeBurn rate
GitHub Copilot (GitHub)5094%24 min0%
OpenAI Codex (OpenAI)3100%6 min0%

Last 50 flights

PRTitleAgentOpenedLines
#181Fix markdownlint MD013 line length violation in changelog.mdGitHub CopilotclosedJul 22, 2025—
#179Fix markdownlint errors in documentation filesGitHub CopilotmergedJul 22, 2025—
#177Implement Comprehensive Documentation System with MkDocs and Material ThemeGitHub CopilotmergedJul 22, 2025—
#162Add comprehensive demo guideOpenAI CodexmergedJul 21, 2025—
#161Add demo usage guideOpenAI CodexmergedJul 21, 2025—
#134Implement Alert Management Interface for Steel Defect Prediction SystemGitHub CopilotmergedJul 21, 2025—
#132[Failed] Implement System Monitoring Dashboard (src/visualization/components/system_monitoring.py)GitHub CopilotclosedJul 21, 2025—
#133Implement Historical Data Analysis Tools for Steel Defect Detection DashboardGitHub CopilotmergedJul 21, 2025—
#128Implement Real-Time Sensor Monitoring Components for Steel Casting ProcessGitHub CopilotmergedJul 21, 2025—
#129Implement Model Comparison Interface for Steel Defect Detection DashboardGitHub CopilotmergedJul 21, 2025—
#127Implement Prediction Visualization System for Steel Defect Detection DashboardGitHub CopilotmergedJul 21, 2025—
#126Optimize DefectPredictionEngine instantiation by sharing single instance across streamsGitHub CopilotmergedJul 21, 2025—
#125Implement Core Dashboard Framework with Multi-Page Navigation and Real-Time UpdatesGitHub CopilotmergedJul 21, 2025—
#123Implement run_inference_demo.py script for real-time steel defect prediction demoGitHub CopilotmergedJul 21, 2025—
#122Implement AlertSystem with multi-channel dispatch and suppression logicGitHub CopilotmergedJul 21, 2025—
#121Fix LSTMTrainer configuration parameter mismatch in train_lstm_model.pyGitHub CopilotmergedJul 21, 2025—
#119Fix fragile tests that assume mock save creates .json filesGitHub CopilotmergedJul 21, 2025—
#120Replace nested class workaround with skip_init_weights parameter in SteelDefectLSTMGitHub CopilotmergedJul 21, 2025—
#118Implement RealTimeMonitor class for real-time system monitoring and alertingGitHub CopilotmergedJul 21, 2025—
#115Repository sanity check resultsOpenAI CodexmergedJul 21, 2025—
#113Fix consecutive periods detection logic in steel defect trigger detectionGitHub CopilotmergedJul 21, 2025—
#114Fix exception handling in DataLoader.load_cleaned_data for broader file access issuesGitHub CopilotmergedJul 21, 2025—
#112Fix stratify parameter issue in DataLoader.get_train_test_split methodGitHub CopilotmergedJul 21, 2025—
#111Make data point intervals configurable and derive from timestamps when availableGitHub CopilotmergedJul 21, 2025—
#108Implement PredictionPipeline for multi-stream real-time inference orchestrationGitHub CopilotmergedJul 21, 2025—
#100Implement Production Data Connectors for Industrial Data IntegrationGitHub CopilotmergedJul 21, 2025—
#97Implement StreamAnalyticsEngine for advanced real-time sensor data analyticsGitHub CopilotmergedJul 21, 2025—
#93Implement RealTimeStreamSimulator for steel defect inference pipelineGitHub CopilotmergedJul 21, 2025—
#90Implement unified DefectPredictionEngine for real-time steel defect inferenceGitHub CopilotmergedJul 21, 2025—
#88Implement comprehensive Data Quality Assessment system for steel casting sensor dataGitHub CopilotmergedJul 21, 2025—
#87[Failed] Sub-task: 4.1 Unified Inference Engine ImplementationGitHub CopilotclosedJul 21, 2025—
#86Implement LSTM Model Development and Analysis NotebookGitHub CopilotmergedJul 21, 2025—
#80Implement comprehensive LSTM model training script with CLI interfaceGitHub CopilotmergedJul 21, 2025—
#74Implement comprehensive LSTM training pipeline with advanced optimization featuresGitHub CopilotmergedJul 21, 2025—
#71Implement SequenceFeatureExtractor with sliding window extraction, normalization, and temporal-aware augmentationGitHub CopilotmergedJul 21, 2025—
#69Implement comprehensive PyTorch Dataset and DataLoader for steel casting sequencesGitHub CopilotmergedJul 21, 2025—
#66Implement Enhanced Bidirectional LSTM Model with Configurable Architecture for Steel Defect DetectionGitHub CopilotmergedJul 21, 2025—
#64Implement Enhanced LSTM Model Architecture with Bidirectional Support and Configurable ParametersGitHub CopilotmergedJul 21, 2025—
#60Create Comprehensive Feature Analysis Jupyter NotebookGitHub CopilotmergedJul 21, 2025—
#59Implement Comprehensive Command-Line Training Script with Configuration ManagementGitHub CopilotmergedJul 21, 2025—
#57Fix Jinja2 template validation for metric values with robust edge case handlingGitHub CopilotmergedJul 21, 2025—
#53Implement Comprehensive Model Evaluation Framework with VisualizationGitHub CopilotmergedJul 21, 2025—
#52Implement Automated Model Training Pipeline with Hyperparameter OptimizationGitHub CopilotmergedJul 21, 2025—
#47Implement Complete Baseline XGBoost Model for Steel Casting Defect PredictionGitHub CopilotmergedJul 21, 2025—
#46Implement Feature Engineering Pipeline for Steel Casting Defect PredictionGitHub CopilotmergedJul 21, 2025—
#45Implement comprehensive defect labeling validation system for steel casting dataGitHub CopilotmergedJul 21, 2025—
#44Implement Comprehensive Sensor Correlation Analysis for Steel Defect DetectionGitHub CopilotmergedJul 21, 2025—
#43Implement Statistical Distribution Analysis for Steel Defect DetectionGitHub CopilotmergedJul 21, 2025—
#42Implement comprehensive sensor time series visualization for steel defect predictionGitHub CopilotmergedJul 21, 2025—
#40Fix calculate_cost_sensitive_metrics to return Dict[str, float] instead of NoneGitHub CopilotmergedJul 21, 2025—

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