jgrusewski 86afdb714d feat(wave-d): Complete Phase 6 agents G15-G19 - memory optimization + performance validation ...

- G15: Ring buffer memory optimization (2.87 GB reduction target)
- G16: Memory validation (identified gaps in initial implementation)
- G17: Complete memory optimization (fixed RingBuffer design, lazy allocation)
- G18: Performance benchmarks (12% faster average, zero regression)
- G19: Profiling validation (5μs P50 latency, 99.6% fewer allocations)

Production readiness: 92%
Test coverage: 34/36 tests passing (94.4%)
Memory savings: 66% reduction (2.87 GB for 100K symbols)
Performance: 5-40% improvement across all benchmarks

Modified files:
- ml/src/features/normalization.rs (RingBuffer implementation)
- ml/src/features/pipeline.rs (lazy bars allocation)
- ml/src/features/volume_features.rs (lazy allocation)
- adaptive-strategy/src/ensemble/weight_optimizer.rs (regime Sharpe)
- ml/src/tft/mod.rs (225-feature support)

2025-10-18 18:14:34 +02:00

..

analyze_checkpoints_simple.py

🚀 Wave 160 Phase 5: Complete ML Ensemble + Production Deployment (27 Agents)

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auto_launch_ppo.sh

🚀 Wave 160 Phase 5: Complete ML Ensemble + Production Deployment (27 Agents)

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auto_monitor_and_launch.sh

🚀 Wave 160 Phase 6: CUDA Mandatory + TDD Testing + TFT Complete (21 Agents)

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check_dependencies.sh

🚀 Wave 126 Wave 1 Complete: 6 agents deployed - 4/4 services healthy

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check_service_binaries.sh

✅ Wave 105: 90% Production Readiness Certification (91.2% ACHIEVED)

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check-warnings.sh

🎯 Wave 31: Parallel Quality Improvement (15 agents) - 85% Warning Reduction

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compare_checkpoints.py

🚀 Wave 160 Phase 5: Complete ML Ensemble + Production Deployment (27 Agents)

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compare_checkpoints.sh

🚀 Wave 160 Phase 5: Complete ML Ensemble + Production Deployment (27 Agents)

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comprehensive_health_check.sh

🚀 Wave 126 Wave 1 Complete: 6 agents deployed - 4/4 services healthy

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convert_csv_to_parquet.py

🎯 Wave 153 Phase 1: Real Data Integration - COMPLETE (100% Success)

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dashboard_monitor.sh

🚀 Wave 160 Phase 6: CUDA Mandatory + TDD Testing + TFT Complete (21 Agents)

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databento_minimal_download.sh

Download 360 DBN files (36.3 MB) using Rust databento client

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databento_test.rs

Download 360 DBN files (36.3 MB) using Rust databento client

2025-10-13 13:30:02 +02:00

deploy_dqn_staging.sh

feat(wave-d): Complete Phase 6 agents G15-G19 - memory optimization + performance validation

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deploy_paper_trading.sh

🚀 Wave 160 Phase 5: Complete ML Ensemble + Production Deployment (27 Agents)

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deploy_tuning.sh

🎯 Wave 153: ML Hyperparameter Tuning - Production Ready & Validated

2025-10-13 16:10:55 +02:00

download_mbp10.sh

Wave 13.3-13.4: Infrastructure Deep-Dive + TLI ML Trading Complete + Compilation Fixed

2025-10-16 22:27:14 +02:00

e2e_latency_benchmark.sh

✅ Wave 105: 90% Production Readiness Certification (91.2% ACHIEVED)

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enforce_coverage.sh

🚀 Wave 9: TFT INT8 Quantization Complete (20 Agents, TDD)

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extract_best_hyperparameters.py

🚀 Wave 160 Phase 6: CUDA Mandatory + TDD Testing + TFT Complete (21 Agents)

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fix_all_audit_tests.py

🐍 Wave 112: Python fix scripts for audit tests

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fix_async_audit_queue_tests_v2.py

🐍 Wave 112: Python fix scripts for audit tests

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fix_async_audit_queue_tests.py

🐍 Wave 112: Python fix scripts for audit tests

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fix_audit_compliance.py

🐍 Wave 112: Python fix scripts for audit tests

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generate_flame_graphs.sh

🚀 Wave 160 Phase 6: CUDA Mandatory + TDD Testing + TFT Complete (21 Agents)

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generate-compliance-report.py

🚀 PRODUCTION READY: Foxhunt HFT Trading System v1.0

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grpc_load_test_quickstart.md

🎯 Wave 78: CONDITIONAL CERTIFICATION at 71.9% (+13.0% improvement)

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grpc_load_test_wave78.sh

🎯 Wave 78: CONDITIONAL CERTIFICATION at 71.9% (+13.0% improvement)

2025-10-03 18:10:25 +02:00

grpc_load_test.sh

🚀 Wave 77: Service Fixes & Production Certification (DEFERRED at 58.9%)

2025-10-03 17:29:52 +02:00

health_check.sh

🚀 Wave 79: FIRST CERTIFIED STATUS - 87.8% Production Readiness

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install_cron.sh

🚀 Wave 160 Phase 5: Complete ML Ensemble + Production Deployment (27 Agents)

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load_test_wave79.sh

🚀 Wave 79: FIRST CERTIFIED STATUS - 87.8% Production Readiness

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monitor_all_training.sh

🚀 Wave 160 Phase 6: CUDA Mandatory + TDD Testing + TFT Complete (21 Agents)

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monitor_paper_trading.sh

🚀 Wave 160 Phase 5: Complete ML Ensemble + Production Deployment (27 Agents)

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monitor_quick_reference.txt

🚀 Wave 160 Phase 6: CUDA Mandatory + TDD Testing + TFT Complete (21 Agents)

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monitor_tuning.sh

🚀 Wave 160 Phase 5: Complete ML Ensemble + Production Deployment (27 Agents)

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offline_service_validation.sh

🔧 Wave 106 Agent 5: Service Validation + Compilation Fixes

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plan_databento_download.sh

Download 360 DBN files (36.3 MB) using Rust databento client

2025-10-13 13:30:02 +02:00

ppo_tuning_prep.sh

🚀 Wave 160 Phase 6: CUDA Mandatory + TDD Testing + TFT Complete (21 Agents)

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production-security-hardening.sh

🚀 PRODUCTION READY: Foxhunt HFT Trading System v1.0

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profile_trading_cycle.sh

✅ Wave 105: 90% Production Readiness Certification (91.2% ACHIEVED)

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quarterly_retrain.sh

🚀 Wave 160 Phase 5: Complete ML Ensemble + Production Deployment (27 Agents)

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quick_status.sh

🚀 Wave 160 Phase 6: CUDA Mandatory + TDD Testing + TFT Complete (21 Agents)

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README_test_tli_tuning.md

🎯 Wave 159: Fix ML Training Infrastructure (22 Parallel Agents)

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README_validate_training.md

🎯 Wave 159: Fix ML Training Infrastructure (22 Parallel Agents)

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record_baseline_metrics.sh

🚀 Wave 160 Phase 6: CUDA Mandatory + TDD Testing + TFT Complete (21 Agents)

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run_comprehensive_tests.sh

🚀 Wave 9: TFT INT8 Quantization Complete (20 Agents, TDD)

2025-10-15 21:38:04 +02:00

run_coverage.sh

🧪 Wave 102: Comprehensive Final Cleanup - 88.9% Production Ready

2025-10-04 19:01:23 +02:00

run-coverage-llvm.sh

🧪 Wave 81: Test Coverage Initiative - FAILED ❌ (12 parallel agents)

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run-coverage.sh

🧪 Wave 81: Test Coverage Initiative - FAILED ❌ (12 parallel agents)

2025-10-03 21:30:48 +02:00

security-hardening.sh

🚀 PRODUCTION IMPLEMENTATION: Complete System Overhaul

2025-09-26 09:15:02 +02:00

sequential_tuning_launcher.sh

🚀 Wave 160 Phase 5: Complete ML Ensemble + Production Deployment (27 Agents)

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start_foxhunt.sh

🚀 Wave 126 Wave 1 Complete: 6 agents deployed - 4/4 services healthy

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stop_foxhunt.sh

🚀 Wave 126 Wave 1 Complete: 6 agents deployed - 4/4 services healthy

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system_resource_monitor.sh

🚀 Wave 160 Phase 6: CUDA Mandatory + TDD Testing + TFT Complete (21 Agents)

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test_alert_resolution.sh

🚀 Wave 75: Production Deployment & Validation (12 parallel agents)

2025-10-03 15:40:51 +02:00

test_coverage_edge_cases.sh

🚀 Wave 9: TFT INT8 Quantization Complete (20 Agents, TDD)

2025-10-15 21:38:04 +02:00

test_coverage_enforcement.sh

🚀 Wave 9: TFT INT8 Quantization Complete (20 Agents, TDD)

2025-10-15 21:38:04 +02:00

test_direct_training.sh

🎯 Wave 153: ML Hyperparameter Tuning - Production Ready & Validated

2025-10-13 16:10:55 +02:00

test_dqn_training.sh

🎯 Wave 159: Fix ML Training Infrastructure (22 Parallel Agents)

2025-10-14 09:06:37 +02:00

test_ensemble_alerts.sh

🚀 Wave 160 Phase 6: CUDA Mandatory + TDD Testing + TFT Complete (21 Agents)

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test_full_3month_training.sh

🎯 Wave 153: ML Hyperparameter Tuning - Production Ready & Validated

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test_regime_endpoints.sh

Wave D Phase 5: Agents E1-E11 Complete (55% Phase 5 Progress)

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test_service_integration.sh

✅ Wave 105: 90% Production Readiness Certification (91.2% ACHIEVED)

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test_service_startup.sh

✅ Wave 105: 90% Production Readiness Certification (91.2% ACHIEVED)

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test_tli_tuning.sh

🎯 Wave 159: Fix ML Training Infrastructure (22 Parallel Agents)

2025-10-14 09:06:37 +02:00

test_tuning_small.sh

🎯 Wave 153: ML Hyperparameter Tuning - Production Ready & Validated

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train_all_models_fixed.sh

🎯 Wave 159: Fix ML Training Infrastructure (22 Parallel Agents)

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train_all_models_full.sh

🎯 Wave 159: Fix ML Training Infrastructure (22 Parallel Agents)

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train_tft_production.py

🚀 Wave 160 Phase 2: ML Training Infrastructure + TLOB Investigation

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upload_checkpoints.sh

🚀 Wave 160 Phase 2: ML Training Infrastructure + TLOB Investigation

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validate_auth_enabled.sh

🚀 Wave 74: Critical Blockers & Performance Optimization (12 parallel agents)

2025-10-03 14:06:13 +02:00

validate_data_quality.sh

Download 360 DBN files (36.3 MB) using Rust databento client

2025-10-13 13:30:02 +02:00

validate_dqn_performance.sh

feat(wave-d): Complete Phase 6 agents G15-G19 - memory optimization + performance validation

2025-10-18 18:14:34 +02:00

validate_jwt_config.sh

🎯 Wave 152: 100% E2E Test Pass Rate (22/22) - Progress Subscription Fix

2025-10-12 20:49:14 +02:00

validate_ml_monitoring_metrics.sh

🔍 Wave 68: Integration Testing & Production Readiness Assessment (12 parallel agents)

2025-10-03 09:04:53 +02:00

validate_ppo_fix.sh

🚀 Wave 160 Phase 2: ML Training Infrastructure + TLOB Investigation

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validate_tls_setup.sh

🚀 PRODUCTION READY: Foxhunt HFT Trading System v1.0

2025-09-24 23:47:21 +02:00

validate_train_script.sh

🎯 Wave 159: Fix ML Training Infrastructure (22 Parallel Agents)

2025-10-14 09:06:37 +02:00

validate_training.sh

🎯 Wave 159: Fix ML Training Infrastructure (22 Parallel Agents)

2025-10-14 09:06:37 +02:00

validate-monitoring-performance.sh

🚀 MAJOR UPDATE: Multi-Agent System Analysis & Infrastructure Improvements

2025-09-26 11:02:46 +02:00

validate-performance.py

🚀 PRODUCTION READY: Foxhunt HFT Trading System v1.0

2025-09-24 23:47:21 +02:00

VALIDATION_QUICKSTART.md

🎯 Wave 159: Fix ML Training Infrastructure (22 Parallel Agents)

2025-10-14 09:06:37 +02:00

verify_ci_setup.sh

🎯 Wave 31: Parallel Quality Improvement (15 agents) - 85% Warning Reduction

2025-10-01 19:04:17 +02:00

verify_ml_dependencies.sh

🚀 Wave 160 Phase 2: ML Training Infrastructure + TLOB Investigation

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