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jgrusewski 433af5c25d chore: Major codebase cleanup - remove deprecated files and organize structure 
- Docker: Delete 23 deprecated Dockerfiles, fix CI/CD to use Dockerfile.foxhunt-build
- Config: Remove 36 .env files, keep 4 essential, delete config/environments/
- Docs: Archive 614 Wave D files to docs/archive/wave_d/, 95% reduction in root
- Scripts: Delete 56 deprecated scripts, keep 58 production-critical (49% reduction)
- Python: Organize 37 scripts into scripts/python/ subdirectories, delete ml/python/
- Build: Remove 1GB artifacts, delete old venvs, clean Python cache from git
- Migrations: Delete deprecated directory (4,432 lines), remove duplicate database/migrations/
- Infrastructure: Delete deployment/ (61 files), docs/scripts/ (8 files)

Total impact: ~2,500 files cleaned, 750MB+ space freed, zero production impact
All deleted scripts backed up to archives. runpod/ and tests/runpod/ preserved.
data_acquisition_service retained per user request.
2025-10-30 01:02:34 +01:00

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ROADMAP QUICK REFERENCE - 100% Clean Codebase

Date: 2025-10-23 Total Time: 6-8 hours (critical path) Total Agents: 25 agents across 5 tracks Status: ⏳ Ready to Execute

🎯 ONE-PAGE SUMMARY

Current State → Target State

Metric Current Target Gap
Test Pass Rate 99.22% (1,278/1,288) 100% 10 tests
Compilation Errors 6 (common crate) 0 6 errors
Clippy Warnings 94 0-20 74-94 warnings

📊 DEPENDENCY GRAPH (VISUAL)

START
  │
  ▼
┌─────────────────────────────────────────┐
│ TRACK 1: CRITICAL BLOCKERS (2h)         │  ◄── MUST COMPLETE FIRST
│ Fix 6 common crate errors               │
│ Agents: FIX-01 → FIX-02 → FIX-03 → V1  │
└─────────────────────────────────────────┘
  │
  ├─────────────────┬──────────────────┬──────────────────┐
  ▼                 ▼                  ▼                  ▼
┌─────────────┐ ┌─────────────┐ ┌─────────────┐ ┌─────────────┐
│TRACK 2: QAT │ │TRACK 3:     │ │TRACK 4:     │ │             │
│10 test fixes│ │AUTO-FIX     │ │MANUAL FIX   │ │ PARALLEL    │
│4 hours      │ │37 warnings  │ │38 warnings  │ │ EXECUTION   │
│             │ │1 hour       │ │3 hours      │ │             │
│QAT-01 to -07│ │CLIPPY-01-05│ │MANUAL-01-06│ │             │
└─────────────┘ └─────────────┘ └─────────────┘ └─────────────┘
  │                 │                  │
  └─────────────────┴──────────────────┴──────────────────┐
                                                           ▼
                                            ┌─────────────────────┐
                                            │TRACK 5: VALIDATION  │
                                            │Final test + docs    │
                                            │1 hour               │
                                            │VAL-01 → VAL-02      │
                                            └─────────────────────┘
                                                           │
                                                           ▼
                                              ✅ 100% CLEAN CODEBASE

⏱️ TIMELINE (7 HOURS TOTAL)

Hour Track Activity Agents
0-2 Track 1 Critical blockers (SEQUENTIAL) FIX-01 to V1
2-6 Tracks 2,3,4 Parallel fixes (SIMULTANEOUS) 6-23
6-7 Track 5 Final validation (SEQUENTIAL) VAL-01, VAL-02

🚦 5-TRACK BREAKDOWN

TRACK 1: Critical Blockers (P0) - 2 HOURS

Goal: Fix 6 common crate errors Blocking: YES - Must complete before Tracks 2-4 Agents: 5 (FIX-01, FIX-02, FIX-03, FIX-04, FIX-V1)

Agent Task Time Risk
FIX-01 Technical indicators unwrap() 30m 🟡 Medium
FIX-02 Retry module unwrap() 45m 🟡 Medium
FIX-03 Bounded concurrency panic() 30m 🟢 Low
FIX-04 Common test validation 15m 🟢 Low
FIX-V1 Track 1 validation 15m 🟢 Low

TRACK 2: QAT Test Fixes (P0) - 4 HOURS

Goal: Fix 10 QAT/TFT quantization tests Blocking: NO - Can parallelize with Tracks 3-4 Agents: 7 (QAT-01 to QAT-07)

Phase 2A (2h, parallel):

  • QAT-01: Round-trip tolerance (10m) 🟢
  • QAT-02: Observer state (1-2h) 🟡
  • QAT-03: Quantized attention (2-3h) 🔴

Phase 2B (1.5h, parallel):

  • QAT-04: Scale tensor rank (30m) 🟢
  • QAT-05: Device mismatch (30m) 🟡
  • QAT-06: Gradient checkpoint (DEFER) 🔴

Phase 2C (30m):

  • QAT-07: Validation (30m) 🟢

TRACK 3: Clippy Auto-Fixes (P1) - 1 HOUR

Goal: Auto-fix 37 low-risk warnings Blocking: NO - Can parallelize with Tracks 2, 4 Agents: 5 (CLIPPY-01 to CLIPPY-05)

Agent Fixes Time Risk
CLIPPY-01 .get(0) → .first() (3) 5m 🟢 Zero
CLIPPY-02 unnecessary_cast (20) 10m 🟢 Zero
CLIPPY-03 redundant_closure (19) 10m 🟢 Zero
CLIPPY-04 useless_conversion (11) 5m 🟢 Zero
CLIPPY-05 Validation 30m 🟢 Low

Total: 37 warnings auto-fixed in 1 hour

TRACK 4: Manual Code Quality (P2) - 3 HOURS

Goal: Fix 38 medium-risk warnings Blocking: NO - Can parallelize with Tracks 2, 3 Agents: 6 (MANUAL-01 to MANUAL-06)

Agent Fixes Time Risk
MANUAL-01 needless_borrows (10) 45m 🟡 Medium
MANUAL-02 same_item_push (1) 15m 🟢 Low
MANUAL-03 needless_borrow (9) 30m 🟢 Low
MANUAL-04 Unused assignment (1) 10m 🟢 Low
MANUAL-05 Unused doc comment (1) 5m 🟢 Trivial
MANUAL-06 Validation 45m 🟡 Medium

Total: 22 warnings fixed in 3 hours (defer 16 high-risk)

TRACK 5: Validation & Docs (P3) - 1 HOUR

Goal: Final validation and certification Blocking: YES - Must run after all tracks complete Agents: 2 (VAL-01, VAL-02)

Agent Task Time Risk
VAL-01 Final test validation 45m 🟢 Low
VAL-02 Documentation 15m 🟢 Low

🔄 ROLLBACK PROCEDURES (3 LEVELS)

Level 1: Agent Rollback (<5 min)

git stash push -m "AGENT-XX rollback"
cargo test -p <package>

Use When: Single agent fails

Level 2: Track Rollback (<15 min)

git reset --hard <pre-track-commit>
cargo build --workspace

Use When: Entire track fails

Level 3: Full Rollback (<30 min)

git reset --hard HEAD~25  # Nuclear option
cargo build --workspace --release

Use When: Critical bug, production blocked

📊 SUCCESS METRICS

Primary (100% Required)

  • ✅ 1,288/1,288 tests passing (100%)
  • ✅ 0 compilation errors
  • ✅ 0 critical clippy errors

Secondary (Code Quality)

  • 🎯 0-20 clippy warnings (from 94)
  • 🎯 37 auto-fixed (Track 3)
  • 🎯 22 manual-fixed (Track 4)
  • ⏳ 19 high-risk deferred (post-production)

Performance (No Regression)

  • ✅ Build time <2m (currently 1m 47s)
  • ✅ Feature extraction <10μs (currently 5.10μs)
  • ✅ GPU memory <500MB (currently 440MB)

🚀 EXECUTION COMMANDS

Pre-Execution

# Backup and setup
git branch roadmap-backup
git checkout -b roadmap-execution
docker-compose ps  # Verify services
nvidia-smi        # Verify GPU
cargo clean       # Clear cache

Track 1 (Sequential)

# AGENT-FIX-01: Technical indicators
cargo check -p common
cargo test -p common --lib features::technical_indicators

# AGENT-FIX-02: Retry module
cargo test -p common --lib resilience::retry

# AGENT-FIX-03: Bounded concurrency
cargo test -p common --lib resilience::bounded_concurrency

# AGENT-FIX-04: Full validation
cargo test -p common --lib
cargo check -p ml  # Verify unblocked

Tracks 2, 3, 4 (Parallel - Start Together)

# Track 2: QAT fixes
cargo test -p ml --lib memory_optimization::qat
cargo test -p ml --lib tft::quantized_attention

# Track 3: Auto-fixes
cargo clippy --fix -p common --allow-dirty
cargo clippy --fix -p ml --allow-dirty

# Track 4: Manual fixes
# (Manual code edits + validation)
cargo test -p ml --lib

Track 5 (Sequential)

# AGENT-VAL-01: Final validation
cargo test --workspace --release
cargo clippy --workspace --all-targets --all-features
cargo bench --package ml

# AGENT-VAL-02: Documentation
# Update CLAUDE.md, generate certification report

📋 AGENT CHECKLIST (25 TOTAL)

✅ Track 1: Critical Blockers (5)

  • AGENT-FIX-01: Technical indicators unwrap() (30m)
  • AGENT-FIX-02: Retry module unwrap() (45m)
  • AGENT-FIX-03: Bounded concurrency panic() (30m)
  • AGENT-FIX-04: Common test validation (15m)
  • AGENT-FIX-V1: Track 1 validation (15m)

✅ Track 2: QAT Test Fixes (7)

  • AGENT-QAT-01: Round-trip tolerance (10m)
  • AGENT-QAT-02: Observer state (1-2h)
  • AGENT-QAT-03: Quantized attention (2-3h)
  • AGENT-QAT-04: Scale tensor rank (30m)
  • AGENT-QAT-05: Device mismatch (30m)
  • AGENT-QAT-06: Gradient checkpoint (DEFER)
  • AGENT-QAT-07: QAT validation (30m)

✅ Track 3: Clippy Auto-Fixes (5)

  • AGENT-CLIPPY-01: .get(0) → .first() (5m)
  • AGENT-CLIPPY-02: unnecessary_cast (10m)
  • AGENT-CLIPPY-03: redundant_closure (10m)
  • AGENT-CLIPPY-04: useless_conversion (5m)
  • AGENT-CLIPPY-05: Track 3 validation (30m)

✅ Track 4: Manual Code Quality (6)

  • AGENT-MANUAL-01: needless_borrows (45m)
  • AGENT-MANUAL-02: same_item_push (15m)
  • AGENT-MANUAL-03: needless_borrow (30m)
  • AGENT-MANUAL-04: Unused assignment (10m)
  • AGENT-MANUAL-05: Unused doc comment (5m)
  • AGENT-MANUAL-06: Track 4 validation (45m)

✅ Track 5: Validation & Docs (2)

  • AGENT-VAL-01: Final test validation (45m)
  • AGENT-VAL-02: Documentation & certification (15m)

🎯 FINAL CERTIFICATION

Upon completion of all 25 agents:

  • ✅ 100% Test Pass Rate: 1,288/1,288
  • ✅ Zero Compilation Errors: All crates compile
  • ✅ ≤20 Clippy Warnings: Only low-priority remain
  • ✅ Performance Maintained: 922x average vs. targets
  • ✅ GPU Memory Budget: 440MB (89% headroom)
  • ✅ All Core Models Operational: 5/5 models ready
  • ✅ Documentation Complete: All agents documented
  • ✅ Rollback Procedures Validated: 3 levels tested

Post-Certification Actions

  1. ✅ Deploy to Production (READY NOW)
  2. ✅ Begin Paper Trading (READY NOW)
  3. ⏳ Model Retraining (Blocked by QAT P0 fixes)
  4. 📊 Production Validation (1-2 weeks)

📚 KEY DOCUMENTS

Planning

  • MASTER_FIX_ROADMAP.md - Full 25-agent roadmap (this summary's parent)
  • ROADMAP_QUICK_REFERENCE.md - This document

Analysis

  • TEST_FAILURE_ROOT_CAUSE_ANALYSIS.md - 10 test failure details
  • ML_CLIPPY_COMPREHENSIVE_ANALYSIS.md - 94 clippy warning breakdown
  • CLEAN_CODEBASE_CERTIFICATION.md - Current 99.22% status

System

  • CLAUDE.md - System architecture and status
  • ml/docs/QAT_GUIDE.md - QAT implementation guide

QUICK REFERENCE END | 25 Agents | 6-8 Hours | 5 Tracks

Status: ⏳ READY TO EXECUTE Next Action: Execute Track 1 (AGENT-FIX-01) Expected Completion: 2025-10-23 (7-8 hours)

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