foxhunt/docs/archive

Documentation Archive Index

Created: 2025-10-18 by Agent C5 Updated: 2025-10-30 (Wave D Archival) Total Archived Files: 1,793 Purpose: Historical documentation archive to maintain clean root directory

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📁 Archive Structure

NEW: Wave D Documentation (614 files)

Complete Wave D development cycle (95 agents, 240+ reports) now archived:

wave_d/agents/ (162 files)

Wave D agent reports - all AGENT_*.md files from production readiness through final deployment:

• AGENT_01 through AGENT_26: Production readiness and stabilization
• P0 Fix Wave: Critical bug fixes (TFT, MAMBA-2, PPO)
• Final Stabilization: Cache optimization, edge case testing
• Runpod Deployment: CUDA 12.9, Docker optimization, S3 integration

Sample Files:

• AGENT_01_BINARY_BUILD_TIMELINE_REPORT.md
• AGENT_23_GPU_OOM_TEST_11_COMPLETE.md
• AGENT_26_DOCKER_OPTIMIZATION_REPORT.md
• AGENT_DEPLOY_05_FINAL_FIX_COMPLETE.md

wave_d/waves/ (14 files)

Wave D completion summaries and documentation:

• Wave D deployment guides
• Component status reports
• Infrastructure investigation
• Database documentation

Sample Files:

• WAVE_D_DEPLOYMENT_GUIDE.md
• WAVE_D_COMPLETION_SUMMARY.md
• WAVE_D_INFRASTRUCTURE_INVESTIGATION.md

wave_d/reports/ (349 files)

All implementation reports, analysis documents, and technical documentation:

• CUDA version migrations and fixes
• Docker optimization and multi-stage builds
• Hyperparameter tuning (Optuna integration)
• CI/CD pipeline implementation
• Binary deployment and validation
• Memory optimization (OOM fixes)
• Test coverage and validation reports

Sample Files:

• CUDA_12.9_DEPLOYMENT_GUIDE.md
• DOCKER_MULTI_STAGE_BUILD_REPORT.md
• HYPEROPT_ALL_FIXES_COMPLETE.md
• CI_CD_PIPELINE_VALIDATION_REPORT.md

wave_d/summaries/ (89 files)

Executive summaries and synthesis documents:

• Component summaries
• Implementation summaries
• Quick reference guides
• Status summaries

Sample Files:

• AGENT_16_EXECUTIVE_SUMMARY.md
• AGENT_25_EXECUTIVE_SUMMARY.md
• PYTHON_MODULE_ARCHITECTURE_SUMMARY.md

EXISTING: Historical Documentation (1,179 files)

agents/ (399 files)

Historical agent reports from previous waves and iterations:

• Old numbered agents (AGENT3, AGENT32, etc.)
• Lowercase agent files (agent_337, agent_343, etc.)
• Pre-Wave-D agent documentation

Sample Files:

• agent_337_as_conversions_report.md
• agent_343_print_replacement_report.md
• AGENT3_FINAL_REPORT.md
• AGENT32_PPO_FIX_SUMMARY.md

api/ (8 files)

API Gateway and endpoint documentation:

• API architecture and design
• Gateway configuration and routing
• Authentication and authorization
• Endpoint specifications

backtesting/ (10 files)

Backtesting service implementation and analysis:

• Backtesting architecture
• Performance analysis
• Integration testing
• Production readiness

data_management/ (27 files)

Data acquisition, validation, and management:

• Databento integration
• DBN file handling
• Data quality reports
• Data pipeline architecture

feature_implementation/ (36 files)

Technical indicator and feature implementation reports:

• ATR, Bollinger Bands, CCI, RSI, MACD
• Amihud Illiquidity, Corwin-Schultz
• VWAP, VPIN, Roll Spread
• Triple Barrier, Volume Bars

historical/ (139 files)

Miscellaneous historical documentation:

• Development guides
• Investigation summaries
• Quick reference guides
• Implementation status reports

infrastructure/ (30 files)

Infrastructure, deployment, and operational documentation:

• CI/CD pipelines
• Docker configuration
• Database management
• Service architecture
• Monitoring and alerting

ml_models/ (72 files)

ML model training, optimization, and evaluation:

• DQN, PPO, MAMBA-2, TFT, TLOB
• Hyperparameter tuning
• Training pipelines
• Model validation

performance/ (17 files)

Performance benchmarking, optimization, and profiling:

• Latency profiling
• Throughput optimization
• Resource utilization
• Benchmark reports

testing/ (53 files)

Testing strategies, reports, and coverage analysis:

• E2E testing
• Integration testing
• Coverage reports
• Validation summaries

wave_abc/ (23 files)

Historical Wave A, B, and C documentation:

• Wave A: Foundational Indicators
• Wave B: Alternative Bar Sampling
• Wave C: Advanced Feature Engineering

waves/ (364 files)

Historical wave completion reports and summaries:

• Waves 1-103 (historical)
• Wave-specific completion summaries
• Phase transition reports

wave_153/ (0 files)

Reserved for Wave 153 bakeoff documentation (currently empty)

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📊 Archive Statistics

Category	File Count	Description
wave_d/reports/	349	Wave D implementation reports
waves/	364	Historical wave documentation
agents/	399	Old agent reports (pre-Wave-D)
wave_d/agents/	162	Wave D agent reports
historical/	139	Miscellaneous historical docs
wave_d/summaries/	89	Wave D executive summaries
ml_models/	72	ML model training and evaluation
testing/	53	Testing strategies and reports
feature_implementation/	36	Technical indicator implementations
infrastructure/	30	Deployment and operations
data_management/	27	Data pipelines and quality
wave_abc/	23	Waves A, B, C documentation
performance/	17	Performance benchmarking
wave_d/waves/	14	Wave D completion docs
backtesting/	10	Backtesting service documentation
api/	8	API Gateway and endpoints
wave_153/	0	Reserved for Wave 153
TOTAL	1,793	All archived documentation

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🎯 Current Documentation (Root Directory)

After Wave D archival, the root directory contains only essential, current documentation:

Essential System Files (33 files)

Core documentation that should remain in root:

• CLAUDE.md - System architecture and current status
• README.md - Project overview
• ML_TRAINING_PARQUET_GUIDE.md - Complete Parquet training guide
• DOCKER_MULTISTAGE_PRODUCTION_GUIDE.md - Production Docker builds
• WAVE_D_DEPLOYMENT_GUIDE.md - Production deployment guide
• PRODUCTION_DEPLOYMENT_CHECKLIST.md - Pre-deployment validation

Quick Reference Guides (16 files)

All *_QUICK_REF.md files for rapid reference:

• BINARY_UPLOAD_QUICK_REF.md
• BINARY_VALIDATION_QUICK_REF.md
• DOCKER_BUILD_QUICK_REF.md
• DOCKER_CLEANUP_QUICK_REF.md
• DQN_TRAINING_PATHS_QUICK_REF.md
• GITLAB_CI_QUICK_REF.md
• GRAD_B3_QUICK_REF.md
• MONITOR_LOGS_QUICK_REF.md
• OOD_VALIDATION_QUICK_REF.md
• QAT_OOM_RECOVERY_QUICK_REF.md
• RUNPOD_DEPLOY_QUICK_REF.md
• RUNPOD_PYTHON_QUICK_REF.md
• And more...

Operational Guides (11 files)

All *_GUIDE.md files for detailed procedures:

• CUDA_12.9_DEPLOYMENT_GUIDE.md
• DOCKER_BUILD_GUIDE.md
• GITLAB_CI_DOCKER_SETUP_GUIDE.md
• HYPEROPT_DEPLOYMENT_GUIDE.md
• LOCAL_CI_PIPELINE_GUIDE.md
• OOM_RECOVERY_GUIDE.md
• RUNPOD_WORKFLOW_GUIDE.md

Checklists (6 files)

All *CHECKLIST.md files for validation:

• CLIPPY_PHASE2_CHECKLIST.md
• CUDA_13_GPU_VALIDATION_CHECKLIST.md
• LEGACY_256_CLEANUP_CHECKLIST.md
• PRE_DEPLOYMENT_CHECKLIST.md
• PRE_FLIGHT_CHECKLIST.md
• PRODUCTION_DEPLOYMENT_CHECKLIST.md
• RUNPOD_DEPLOYMENT_READINESS_CHECKLIST.md
• SAFE_DEPLOYMENT_CHECKLIST.md
• SECURITY_HARDENING_CHECKLIST.md
• SECURITY_PRODUCTION_DEPLOYMENT_CHECKLIST.md
• TRAINING_SESSION_CHECKLIST.md

Total in Root: 33 files (down from 647) - 95% reduction

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🔍 How to Find Documentation

By Development Phase

1. Current Status: Check root directory (CLAUDE.md, README.md)
2. Wave D (Latest): wave_d/ subdirectories (agents, reports, summaries, waves)
3. Historical Waves: waves/, wave_abc/ for Waves A-C and 1-103
4. Old Agents: agents/ for pre-Wave-D agent reports

By Topic

1. Feature Implementation: Check feature_implementation/ for technical indicators
2. ML Models: Look in ml_models/ and wave_d/reports/ for training reports
3. Testing: Find test reports in testing/ and wave_d/reports/
4. Performance: Check performance/ for benchmarking and optimization
5. Infrastructure: See infrastructure/ and wave_d/reports/ for deployment
6. Data: Look in data_management/ for data pipelines
7. API: Check api/ for endpoint documentation
8. Docker/CI/CD: See wave_d/reports/ for recent implementation

By Date

• 2025-10-29/30: Root directory (current essential docs)
• 2025-10-18 to 10-29: wave_d/ subdirectories
• Pre-October 2025: Other archive directories

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🚀 Wave D Highlights

Wave D represents the final production readiness phase with 614 archived documents covering:

Key Achievements

• 95 Agents: Complete development cycle from P0 fixes to deployment
• 225 Features: All operational (201 Wave C + 24 Wave D)
• 100% Test Pass Rate: 1,337/1,337 ML tests, 3,196/3,196 workspace tests
• Production Certified: Sharpe 2.00, Win Rate 60%, Drawdown 15%

Major Components

1. P0 Fix Wave: Critical bug fixes (TFT shape bugs, MAMBA-2 constructor, PPO assertions)
2. Final Stabilization: TFT cache optimization (60% speedup), Docker optimization (75% size reduction)
3. Runpod Deployment: CUDA 12.9.1 migration, multi-stage Docker builds, S3 integration
4. CI/CD Pipeline: GitLab CI with BuildKit caching, automated testing
5. Hyperopt Infrastructure: Optuna integration, all models production-certified

Performance Improvements

• Authentication: 4.4μs (2.3x better than target)
• Order Matching P99: 1-6μs (8.3x better than target)
• DBN Loading: 0.70ms (14.3x better than target)
• TFT Training: ~2 min (2.5x better with cache optimization)
• Average: 922x better than targets

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📝 Notes

1. Archived files are not deleted - All documentation is preserved for historical reference
2. Root directory is clean - Only 33 essential files remain (95% reduction from 647)
3. Archive is organized - Files are categorized by wave and topic
4. No data loss - All 647 original markdown files are accounted for (33 in root + 614 in wave_d + 1,179 existing = 1,826 total with some duplicates moved)
5. Wave D is complete - All 614 Wave D documents are properly archived and indexed

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Created: 2025-10-18 by Agent C5 Wave D Archival: 2025-10-30 Next Update: When Wave 153 or new major phase begins