Integrated Weekly Plan - All Enhancements Consolidated
Integrated Weekly Plan - All Enhancements Consolidated
Version: 3.0 - Triple-AI Enhanced (Grok + DeepSeek + Qwen) Date: December 2, 2025 Total Effort: 462-840 hours over 9 months (11-21 hrs/week) Success Probability: 78-80%
Quick Reference: Effort by Phase
| Phase | Duration | Original | +Enhancements | Total | Key Additions |
|---|---|---|---|---|---|
| Phase 1 | 2 weeks | 20-40 hrs | +18-24 hrs | 38-64 hrs | Kill switch, tax, nonce, wallet design |
| Phase 2 | 3 weeks | 30-60 hrs | +4 hrs | 34-64 hrs | Circuit breakers (already included) |
| Phase 3 | 5-6 weeks | 50-120 hrs | +16-22 hrs | 66-142 hrs | jito-go, paper trading, replay++ |
| Phase 3.5 | 1 week | 0 hrs | +10-15 hrs | 10-15 hrs | ⭐ NEW: Market viability checkpoint |
| Phase 4 | 8 weeks | 80-160 hrs | +42-67 hrs | 122-227 hrs | Dynamic tipping, network monitor, regime monitor |
| Phase 5 | 16 weeks | 160-320 hrs | +8-10 hrs | 168-330 hrs | Liquidity monitor, wallet expansion |
| TOTAL | 35 weeks | 340-680 hrs | +98-142 hrs | 438-822 hrs | ~9 months |
Phase 1: Foundation (Dec 9-22, 2025)
| Duration: 2 weeks | Effort: 38-64 hours (was 20-40) | Goal: Infrastructure + safety mechanisms ready |
Week 1 (Dec 9-15): Repository & Infrastructure
Time Budget: 14-26 hours (was 10-20)
Original Tasks:
- Repository Structure (2 hours)
- Set up monorepo (Rust workspace + pnpm for TypeScript)
- Initialize Cargo workspace, pnpm workspace
- Set up .gitignore, .env.example
- Docker Infrastructure (4 hours)
- Docker Compose: Redis, PostgreSQL, NATS, Prometheus, Grafana
- Initialize database schema (trades, opportunities, strategy_health)
- Test all services
- Token & Pool Configuration (2 hours)
- Define LST mints (jitoSOL, mSOL, bSOL)
- Configure priority pairs
- Document pool addresses per DEX
- Development Environment (2 hours)
- Rust/TypeScript/Node.js setup
- IDE configuration
- Install dependencies
NEW: DeepSeek Additions (2-4 hours)
- Alternative Niche Research (2-4 hours) ⭐ CRITICAL
- Research Meteora DLMM pools (30 min)
- Research Pump.fun new launches (30 min)
- Research cross-DEX spreads (30 min)
- Research stablecoin triangular arb (30 min)
- Document findings in
docs/alternative-niches.md - Why: Have pivot strategy ready if LST arb dies
- GitHub Issue: #23
Deliverable: ✅ Clean dev environment + alternative strategies documented
Week 2 (Dec 16-22): Core Framework + Critical Safety
Time Budget: 24-38 hours (was 10-20) ⚠️ HEAVY WEEK
Original Tasks:
- Generic Market Events (Rust) (6 hours)
- Define
MarketEventenum - NATS subject routing
- Event serialization/deserialization
- Basic event publisher
- Define
- Strategy Framework Traits (Rust) (6 hours)
- Define
TradingStrategytrait - Define
TradeOpportunitystruct - Define
StrategyConfigstruct - Strategy health monitoring types
- Define
- Configuration System (4 hours)
- TOML configuration parser
- Strategy configuration schema
- Environment variable handling
NEW: DeepSeek Additions (10 hours) ⭐ CRITICAL SAFETY
- Kill Switch Infrastructure (6-8 hours) ⭐ HIGHEST PRIORITY
- Create
KillSwitchstruct with atomic flags - Manual kill switch (API endpoint)
- Slot drift detection (>300 slots → halt)
- Stalled system detection (no trades 6 hrs → halt)
- Circuit breaker integration
- Network partition detection (multi-RPC comparison)
- HTTP endpoints:
/api/killswitch/enableand/disable - Why: Prevents catastrophic losses from network issues
- GitHub Issue: #21
- Create
- Tax & Legal Research (4 hours) ⭐ COMPLIANCE
- Consult crypto tax professional ($200-500 fee)
- Set up transaction tracking system (CoinTracker/Koinly)
- Research LLC formation (optional, document findings)
- Document legal considerations (Jito ToS, front-running rules)
- Why: Avoid tax penalties that can exceed profits
- GitHub Issue: #22
NEW: Grok Additions (4-6 hours) ⭐ PERFORMANCE
- Signer Nonce Accounts Setup (4-6 hours) ⭐ HIGH ROI
- Create on-chain nonce accounts for each wallet
- Implement nonce-based transaction builder
- Test nonce advancement and reuse protection
- Why: Eliminates 8-15% bundle failures from blockhash expiration
- GitHub Issue: #15
NEW: Qwen Additions (4 hours) FUTURE-PROOFING
- Wallet Rotation Design (4 hours)
- Design
WalletPoolabstraction - Implement master seed derivation (BIP32-style)
- Support N wallets (use N=1 initially)
- Round-robin rotation strategy
- Per-wallet usage statistics
- Document expansion plan for Phase 5
- Why: Prevents spam filtering, easy to expand later
- GitHub Issue: #31
- Design
Deliverable: ✅ Core framework + kill switch + nonce accounts + legal compliance ✅
⚠️ Note: This is the heaviest week (24-38 hours). If needed, defer wallet rotation design to Week 3 to balance workload.
Phase 2: Market Data & Quotes (Jan 6-25, 2026)
| Duration: 3 weeks | Effort: 34-64 hours (was 30-60) | Goal: Market data streaming + quote service operational |
Week 3 (Jan 6-12): Shredstream Enhancement
Time Budget: 12-24 hours (unchanged)
Tasks:
- Enhance Shredstream Client (8 hours)
- Add LST pool address monitoring
- Implement generic event emission
- Connect to NATS for publishing
- Filter by priority pools (top 20 LST pools)
- Pool State Cache (Rust) (4 hours)
- In-memory pool state storage
- Lock-free reads for concurrent access
- Update from Shredstream events
- Heartbeat Sync for State Validation (4 hours) ⭐ CRITICAL (Already included from v2.1)
- Implement 60-second RPC verification
- Compare local cache vs on-chain state
- Auto-flush and resync on mismatch
- Log drift events
- Why: UDP packets WILL drop, prevents state corruption
- GitHub Issue: Part of #3
- Testing (4 hours)
- Verify events published to NATS
- Verify pool state updates
- Test state drift recovery
- Load test with historical data
Deliverable: ✅ Market data streaming <100ms latency + auto state recovery
Week 4-5 (Jan 13-25): Quote Service Integration
Time Budget: 22-40 hours (unchanged, circuit breaker already included from v2.2)
Tasks:
- Enhance Go Quote Service (12 hours)
- Add LST pairs (jitoSOL, mSOL, bSOL)
- Implement
/lst/opportunitiesendpoint - Add round-trip profit calculation
- Enable dark pool simulation (optional)
- Rust HTTP Client for Quote Service (6 hours)
- HTTP client with connection pooling (reqwest + Keep-Alive)
- Persistent connections (save 5-15ms per quote)
- Quote caching (10-second TTL)
- Error handling and retries
- Timeout set to 50ms (fail-fast)
- Quote Service Circuit Breaker (2 hours) ⭐ CRITICAL (Already included from v2.2)
- Detect 3 consecutive timeouts (>50ms)
- Fallback to Jupiter API when Go service down
- Auto-recovery: retry every 30 seconds
- Health check endpoint (cache freshness <30s)
- Why: Prevents hot path blocking on single point of failure
- GitHub Issue: Part of #4
- Quote Service Deployment (2 hours)
- Deploy Go service locally
- Configure refresh intervals (20 seconds)
- Set up health checks
Deliverable: ✅ Quote service 2-10ms with automatic failover
Phase 3: Arbitrage Strategy & Execution (Feb 21 - Mar 31, 2026)
| Duration: 5-6 weeks | Effort: 66-142 hours (was 50-120) | Goal: First profitable trade + validation |
Week 6-7 (Feb 21 - Mar 9): Arbitrage Detection
Time Budget: 20-40 hours (unchanged)
Tasks:
- Arbitrage Strategy Implementation (Rust) (16 hours)
- Implement
TradingStrategytrait for arbitrage - LST two-hop detection (SOL → LST → SOL)
- LST three-hop detection (SOL → LST1 → LST2 → SOL)
- USDC two-hop detection (conservative, low priority)
- Profit calculation with fees
- Priority ranking
- Implement
- Strategy Manager (Rust) (8 hours)
- Strategy registration system
- Event routing to strategies
- Opportunity aggregation
- Strategy health monitoring
- NATS Integration (4 hours)
- Subscribe to market events
- Publish trade opportunities
- Consumer management
Deliverable: ✅ Arbitrage opportunities detected and published
Week 8-9 (Mar 10-23): Rust Executor
Time Budget: 24-44 hours (was 20-40)
Original Tasks:
- Transaction Builder (Rust) (12 hours)
- Two-hop arbitrage TX builder
- Three-hop arbitrage TX builder
- Compute budget optimization
- Jito tip instruction
- Smart Trade Validator (Rust) (6 hours) ⭐ (Already includes per-pool circuit breaker from v2.1)
- Fast sanity checks (~5ms total):
- Cached balance verification
- Pool existence check
- Profit threshold validation (Go quote)
- Hardcoded compute units by hop count
- NO expensive RPC simulation (saves 150ms)
- Per-Pool Circuit Breaker:
- Track Jito drop rate per pool
- 3 strikes in 5 min = blacklist for 5 min
- Force RPC resync before re-enabling
- Global circuit breaker (3 consecutive failures)
- GitHub Issue: Part of #6
- Fast sanity checks (~5ms total):
NEW: Grok Additions (4 hours) ⭐ HUGE TIME SAVER
- Switch to helix-labs/jito-go SDK (4 hours) ⭐ REPLACES CUSTOM CODE
- Install:
go get github.com/helius-labs/jito-go - Initialize Jito client with tip rotation
- Implement
SubmitBundle()with dynamic tips - Add
WaitForBundleConfirmation()with retry - Test on devnet
- Integrate with Rust executor (HTTP bridge or rewrite in Go)
- Why: Saves 40-60 hours, 75-85% success rate out-of-box
- GitHub Issue: #16
- Install:
Original Task (now simplified):
- Jito Executor (2 hours, was 6 hours - simplified by jito-go)
- Integration with jito-go service
- Confirmation monitoring
- Success/failure metrics
Deliverable: ✅ Executor can build, validate (fast), and submit via jito-go
Week 10-11 (Mar 24-31): Integration, Testing & First Trade
Time Budget: 27-38 hours (was 15-25)
Original Tasks:
- End-to-End Integration (8 hours)
- Connect all components
- Test with devnet first
- Dry run on mainnet (no execution)
- Validate strategy logic
- Risk Management (4 hours)
- Per-pool circuit breakers (already built in Week 8-9)
- Global circuit breakers
- Position limits (max 10 SOL/trade)
- Balance monitoring with alerts
NEW: DeepSeek Additions (12-14 hours) ⭐ RISK MANAGEMENT
- Replay Testing Harness (5 hours) ⭐ (Already included from v2.1)
- Record 1 hour of Shredstream events (JSON Lines)
- Build test harness (replay at 10x speed)
- Verify bot WOULD have triggered at actual prices
- Backtest without real money/RPC costs
- Why: Your ONLY safe validation without real money
- GitHub Issue: Part of #7
- Dark Launch / Paper Trading (8 hours) ⭐ CRITICAL
- Build dual-mode executor (Paper/Real/Parallel)
- Paper trading simulator (log what WOULD happen)
- Run 1-week paper trading validation
- Success criteria (ALL must pass):
- Paper trading success rate >40%
- Avg profit >$0.30 per trade
50 opportunities in 1 week
- Zero critical errors
- Quote age <200ms for 95% of opps
- Why: Validate before risking money
- GitHub Issue: #24
- Enhanced Replay Testing (4-6 hours)
- Competitor simulation (1-2 bots, random latency)
- Network latency simulation (0ms, 100ms, 200ms, 500ms)
- Failure injection (5%, 15%, 30% failure rates)
- Why: Test adversarial scenarios
- GitHub Issue: #25
Original Task:
- First Live Trade (4 hours)
- ONLY after paper trading validation passes!
- Start with 0.1 SOL trades
- Monitor closely
- Record results
- Compare vs replay predictions
Milestone: 🎉 FIRST PROFITABLE TRADE EXECUTED!
Expected Results:
- 10-30 opportunities/day
- 50-60% success rate
- 5-15 profitable trades/day
- $5-20 profit/day
NEW Phase 3.5: Market Viability Checkpoint (Mid-April 2026)
| Duration: 1 week analysis | Effort: 10-15 hours | Goal: Go/No-Go decision |
When: 2 weeks after first profitable trade (mid-April 2026)
Week 12 (Apr 14-20): Market Assessment & Pivot Decision
Time Budget: 10-15 hours
DeepSeek Critical Addition ⭐ MOST IMPORTANT CHECKPOINT
- Opportunity Trend Analysis (4 hours)
- Track daily opportunity count over 2 weeks
- Calculate average opps/day
- Identify declining trends
- Red flag: >30% drop in 2 weeks
- Baseline: 100-200 opps/day expected
- Competitor Detection (3 hours)
- Monitor TX signatures on target pools
- Identify recurring bot addresses
- Measure: How often losing to same address?
- Red flag: >50% of opps taken by 1-2 bots
- Profit Margin Erosion (2 hours)
- Track profit per trade over time
- Calculate Week 1 avg vs Week 4 avg
- Red flag: >40% margin compression
- Expected: $0.30-1.00 per trade
- Pool Liquidity Changes (2 hours)
- Monitor daily volume on LST pools
- Track pool depth
- Red flag: Pool volume declining >30% month-over-month
- Pivot Decision (if needed) (4 hours)
- Review alternative niches (from Week 1)
- Select best alternative (Meteora, Pump.fun, etc.)
- Plan 1-2 week implementation sprint
- Execute pivot immediately if 3+ critical metrics
Pivot Decision Matrix
| Metric | Healthy ✅ | Warning ⚠️ | Critical 🚨 (Pivot) |
|---|---|---|---|
| Daily opportunities | >100 | 50-100 | <50 |
| Profit per trade | >$0.50 | $0.20-0.50 | <$0.20 |
| Competitor count | 0-1 | 2-3 | 4+ |
| Monthly profit | >$3k | $1.5k-3k | <$1.5k |
| Pool volume trend | Growing/Stable | Flat | Declining >20% |
PIVOT RULE: If 3+ metrics in “Critical” → Execute pivot within 1 week
Outcomes:
- Healthy (70% probability): Continue to Phase 4
- Marginal (20% probability): Optimize + re-assess in 2 weeks
- Dead (10% probability): Pivot to alternative niche NOW
Deliverable: ✅ Go/No-Go decision with data backing
GitHub Issue: #26
Phase 4: Optimization & Reliability (Apr 21 - May 26, 2026)
| Duration: 8 weeks (5 weeks after Phase 3.5) | Effort: 122-227 hours (was 80-160) | Goal: 70% success rate, reliable 24/7 operation |
Week 13-14 (Apr 21 - May 4): Performance Optimization
Time Budget: 38-64 hours (was 24-44) ⚠️ HEAVY 2 WEEKS
Original Tasks:
- Latency Profiling & Monitoring (4 hours) ⭐ (Already included from v2.2)
- Instrument hot path with checkpoints
- Log component latencies to Prometheus
- Track p95 and max latencies
- Alert if exceeding budget (quote >10ms, validation >5ms)
- Why: Data-driven optimization
- GitHub Issue: Part of #8
- Latency Optimization (10 hours)
- Profile with flamegraphs
- Optimize hot paths
- Cache blockhash (20s refresh, saves 50ms)
- WebSocket confirmations (2x faster)
- Batch RPC calls (10x faster)
- Quote Caching (6 hours)
- Redis integration (sub-ms access)
- Route template caching
- Opportunity deduplication
- Stale quote detection (>200ms)
- Parallel Processing (4 hours)
- Concurrent opportunity evaluation
- Parallel quote fetching
- Multi-RPC load balancing
NEW: Grok Additions (6-8 hours) ⭐ BIGGEST SUCCESS LEVER
- Dynamic Tip Bidding (6-8 hours) ⭐ CRITICAL
- Implement
get_recent_performance_samples()Jito RPC - Calculate 95th percentile tip from recent bundles
- Bid 5-10% above p95 (configurable)
- Implement
calculate_max_profitable_tip()(cap at 30% profit) - Absolute floor (0.0001 SOL) and ceiling (0.01 SOL)
- Optional: Predict next leader schedule
- Optional: Adjust tips per validator
- Monitor tip efficiency in Grafana
- Why: 10-15% success rate improvement during congestion
- GitHub Issue: #17
- Implement
NEW: Qwen Additions (10-12 hours)
- Network Congestion Monitoring (4-6 hours)
- Subscribe to block updates (WebSocket)
- Track block time (ms between blocks)
- Calculate 10-min avg block time
- Classify: Healthy/Degraded/Congested/Critical
- Track TX failure rate (last 100 attempts)
- Monitor median Jito tip
- Adaptive recommendations:
- Healthy: Trade normally
- Degraded: 0.7x size, 1.2x tip
- Congested: 0.3x size, 1.5x tip
- Critical: Pause trading
- Why: Prevents losses during Solana network chaos
- GitHub Issue: #30
- Dry Run Replay Before Deploy (4-6 hours)
- Build replay validation pipeline
- Compare last 24h metrics (baseline vs test)
- Block deployment if >10% regression
- GitHub Actions integration (pre-deploy check)
- Why: Prevent regressions in production
- GitHub Issue: #33
Target: 750ms → 300ms execution (data-driven via profiling)
Key Optimizations:
- Blockhash caching: 50ms saved
- HTTP Keep-Alive: 5-15ms saved per quote
- WebSocket vs polling: 500ms → 200ms confirmation
- Parallel quotes: 2x faster
Deliverable: ✅ Sub-300ms execution + dynamic tipping + network awareness
Week 15-16 (May 5-18): Multi-Pair Support
Time Budget: 20-40 hours (unchanged)
Tasks:
- Add mSOL and bSOL Pairs (8 hours)
- Configure in Go quote service
- Update Rust arbitrage detector
- Test separately per pair
- Pair-Specific Configuration (4 hours)
- Different profit thresholds per pair
- Different simulation requirements
- Pair rotation (prevent over-trading)
- LST Triangular Logic (8 hours)
- Implement LST pair scoring
- Configure jitoSOL ↔ mSOL (highest score)
- Add mSOL ↔ bSOL route
Expected Results:
- 100-200 opportunities/day (3 LST pairs)
- 60-65% success rate
- 60-130 profitable trades/day
- $30-80 profit/day ($900-2,400/month)
Deliverable: ✅ Multiple LST pairs operational
Week 17-20 (May 19 - June 8): Reliability & Monitoring
Time Budget: 62-107 hours (was 44-84) ⚠️ HEAVY 4 WEEKS
Original Tasks:
- Error Handling (12 hours)
- Comprehensive error types
- Retry logic for RPC failures
- Transaction timeout handling
- Dead letter queue for failed trades
- Analytics Service (TypeScript) (16 hours)
- PnL calculator
- Trade analysis by strategy
- Success rate tracking
- Performance metrics
- Monitoring Dashboards (12 hours)
- Grafana dashboard setup
- Prometheus metrics integration
- Key metrics: opportunities, success rate, PnL
- Alerts: circuit breaker, low balance, high error rate
- Production Alerting (4 hours) ⭐ (Already included from v2.2)
- Slack webhook for critical alerts
- Email daily summary (PnL, success, errors)
- Alert thresholds:
- Error rate >30% last hour
- No trades in 4 hours
- Pool blacklist >5 pools/hour
- Circuit breaker triggered
- Wallet balance <0.5 SOL
- Why: Part-time dev needs proactive notifications
- GitHub Issue: Part of #10
- Production Hardening (12 hours)
- Graceful shutdown handling
- State persistence
- Log rotation
- Health check endpoints
NEW: Grok Additions (6 hours)
- Opportunity Heatmap + Route Blacklisting (6 hours) ⭐
- Track profit per specific route
- Auto-blacklist routes with negative profit (last 20 attempts)
- Blacklist for 30-60 minutes (configurable)
- Grafana dashboard for route performance
- Alert on high blacklist rate (>5 routes/hour)
- Why: Prevents bleeding when faster bot takes over route
- GitHub Issue: #18
NEW: DeepSeek Additions (4-6 hours)
- Enhanced Bundle Quality Metrics (4-6 hours)
- Track: submitted, landed, dropped counts
- Calculate success rate (landed/submitted)
- Track average tip paid per bundle
- Calculate tip-to-profit ratio (should be <0.3)
- Monitor competitor tips (p50, p95)
- Competitive position analysis
- Reputation risk detector (>50% drops/hour, >100 bundles/hour)
- Grafana dashboard additions
- Why: Optimizes tip spending, prevents Jito reputation damage
- GitHub Issue: #28
NEW: Qwen Additions (14-19 hours) ⭐ OPERATIONAL INTELLIGENCE
- Market Regime Monitor (6-8 hours) ⭐ HIGH PRIORITY
- Track 1-hour price volatility (std dev %)
- Monitor 24h pool volume
- Calculate opportunity frequency (per hour)
- Classify regime: Favorable/Marginal/Unfavorable
- Trading decisions:
- Favorable: 1.0x size
- Marginal: 0.5x size
- Unfavorable: Pause trading
- Alert if unfavorable >4 hours (pivot signal?)
- Why: Only trade when market conditions favorable
- GitHub Issue: #29
- Copy Bot Detector (2-3 hours)
- Track 30-day average success rate per route (baseline)
- Compare last 24h vs baseline
- Detect >30% drop with stable volume/volatility
- Automatic response:
- 30-50% drop: Increase profit buffer 1.5x
50% drop: Pause route for 1 hour
- Alert operator
- Why: Early competition detection
- GitHub Issue: #32
- Post-Mortem System Setup (1 hour)
- Create post-mortem template
- Location:
docs/post-mortems/ - Document every failure (even small ones)
- Track time-to-recovery (MTTR)
Expected Results:
- System runs 24/7 reliably
- Full visibility into performance
- Quick issue detection via Slack/email
- 70%+ success rate
Deliverable: ✅ Production-grade monitoring + market awareness
Phase 5: Multi-Strategy Platform (Jun 9 - Sep 20, 2026)
| Duration: 14 weeks (was 16) | Effort: 168-330 hours (was 160-320) | Goal: Complete platform with scaling |
Note: DCA and Grid Trading are deprioritized. They run on “cold path” with no latency requirements. Focus on perfecting LST arbitrage first.
Week 21-24 (Jun 9 - Jul 6): DCA Strategy
Time Budget: 44-84 hours (unchanged, strategy coordination already included from v2.2)
Tasks:
- DCA Strategy Implementation (TypeScript) (16 hours)
- Interval-based buying
- Price threshold checking
- RSI-based filtering (optional)
- Integration with strategy framework
- Strategy Coordination Layer (4 hours) ⭐ (Already included from v2.2)
- In-memory pool reservation (500ms lock)
- Priority queue: Arbitrage > Grid > DCA
- Prevent duplicate bundle submissions
- Coordination via shared state
- Why: Avoids internal strategy competition
- GitHub Issue: Part of #11
- DCA Configuration (4 hours)
- Configure for SOL (hourly)
- Configure for jitoSOL (daily)
- Set price limits
- Integrate with pool reservation
- Testing & Deployment (8 hours)
- Paper trading for 1 week
- Deploy with small amounts
- Monitor performance
- Test cross-strategy contention
Expected Results:
- 24-48 DCA opportunities/day
- Passive LST accumulation
- $20-50 profit/day (DCA + arbitrage)
- Zero bundle conflicts
Week 25-28 (Jul 7 - Aug 3): Grid Trading Strategy
Time Budget: 40-80 hours (unchanged)
Tasks:
- Grid Trading Implementation (TypeScript) (20 hours)
- Grid level initialization
- Price crossing detection
- Buy/sell order generation
- Rebalancing logic
- Grid Configuration (4 hours)
- Configure for JUP token
- Set price range and grid levels
- Set amount per level
- Testing & Optimization (8 hours)
- Backtest on historical data
- Optimize grid parameters
- Deploy and monitor
Expected Results:
- 20-50 grid opportunities/day
- Profit from range-bound volatility
- $30-80 profit/day (all strategies)
Week 29-32 (Aug 4-31): Long/Short Strategy
Time Budget: 40-80 hours (unchanged)
Tasks:
- Long/Short Implementation (Rust) (24 hours)
- Moving average calculations
- Trend detection (golden cross, death cross)
- Position management
- Integration with lending protocols (Kamino/Drift)
- Risk Management (8 hours)
- Stop-loss logic
- Take-profit logic
- Position sizing
- Leverage limits
- Testing (8 hours)
- Paper trading for 2 weeks
- Start with small positions
- Monitor closely
Expected Results:
- 5-15 long/short signals/day
- Higher risk, higher reward
- $50-150 profit/day (all strategies)
Week 33-36 (Sep 1-20): Production Scaling 🎉
Time Budget: 48-90 hours (was 40-80)
Original Tasks:
- Performance Tuning (16 hours)
- Profile entire system
- Optimize critical paths
- Target: <200ms execution
- Memory optimization
- Flash Loan Integration (16 hours)
- Kamino flash loan support
- Zero-capital arbitrage
- Larger position sizes (10-100 SOL)
- Deployment to Production Server (8 hours)
- Bare metal server setup (Hetzner/OVH)
- Move from Docker Compose to production
- Set up monitoring and alerts
- Optimize for latency
NEW: DeepSeek Additions (6-8 hours)
- Liquidity Monitoring & Auto-Scaling (6-8 hours)
- Monitor pool depth for all pools
- Optimal trade size calculator:
- Never >2% of pool reserves
- Never >5% of daily volume
- Absolute ceiling: 10 SOL
- Add more LST pairs (stSOL, laineSOL, scnSOL, daoSOL)
- Flash loan evaluation (if constrained)
- Why: Prevents slippage losses, enables scaling
- GitHub Issue: #27
NEW: Qwen Additions (2 hours)
- Wallet Rotation Expansion (2 hours)
- Expand from 1 wallet → 5 wallets
- Fund each with 5-10 SOL
- Configure executor to rotate
- Monitor per-wallet success rates
- Why: Prevents spam filtering at scale
- GitHub Issue: #31 (continuation)
Expected Results (Conservative - Single/Multi-Wallet):
- 200-400 opportunities/day (all strategies)
- 60-70% success rate (realistic with competition)
- 120-280 profitable trades/day
- $150-400 profit/day
- $4,500-12,000 profit/month (baseline) ✅
Expected Results (Optimistic - With Scaling):
- Requires: Flash loans (10-100 SOL), 5-10 wallets, triangular arb
- 800-1,500 opportunities/day
- 70-75% success rate
- 560-1,125 profitable trades/day
- $500-800 profit/day
- $15,000-25,000 profit/month (requires significant additional work)
Final Milestone: 🎉 PRODUCTION SYSTEM COMPLETE - $4,500-12,000/MONTH BASELINE
Optional: After Profitable (When Ready)
Upgrade Path (When >$8k/mo Gross for 2 Months)
- Paid ShredStream ($250-500/mo)
- 99.9% packet delivery
- Multi-region failover
- Only when cost-justified
- GitHub Issue: #19
Productization (When >$4k/mo Net for 2 Months)
- “Solana Long-Tail Arb Kit”
- Package system (minus keys)
- Documentation + video tutorials
- Pricing: $1,500-2,500 one-time OR $200-400/mo SaaS
- Target: 10-20 customers in year 1
- Revenue: +$20-60k/year additional
- GitHub Issue: #20
Summary: Total Effort by Week
| Week | Phase | Time Budget | Key Tasks | Issues |
|---|---|---|---|---|
| 1 | 1 | 14-26 hrs | Infrastructure + Alternative niches | #1, #23 |
| 2 | 1 | 24-38 hrs ⚠️ | Framework + Kill switch + Tax + Nonce + Wallet | #2, #21, #22, #15, #31 |
| 3 | 2 | 12-24 hrs | Shredstream + Heartbeat sync | #3 |
| 4-5 | 2 | 22-40 hrs | Quote service + Circuit breaker | #4 |
| 6-7 | 3 | 20-40 hrs | Arbitrage detection | #5 |
| 8-9 | 3 | 24-44 hrs | Executor + jito-go SDK | #6, #16 |
| 10-11 | 3 | 27-38 hrs | Integration + Paper trading + First trade 🎉 | #7, #24, #25 |
| 12 | 3.5 | 10-15 hrs | Market viability checkpoint ⭐ | #26 |
| 13-14 | 4 | 38-64 hrs ⚠️ | Optimization + Dynamic tip + Network monitor | #8, #17, #30, #33 |
| 15-16 | 4 | 20-40 hrs | Multi-pair support | #9 |
| 17-20 | 4 | 62-107 hrs ⚠️ | Reliability + Regime monitor + Copy detect | #10, #18, #28, #29, #32 |
| 21-24 | 5 | 44-84 hrs | DCA strategy | #11 |
| 25-28 | 5 | 40-80 hrs | Grid trading | #12 |
| 29-32 | 5 | 40-80 hrs | Long/short | #13 |
| 33-36 | 5 | 48-90 hrs | Scaling + Liquidity + Wallets 🎉 | #14, #27, #31 |
Total: 462-840 hours over 35 weeks (~9 months) Average: 13-24 hours/week
Heavy weeks (>30 hours):
- Week 2: 24-38 hrs (safety infrastructure)
- Week 13-14: 38-64 hrs (optimization sprint)
- Week 17-20: 62-107 hrs (monitoring sprint)
Light weeks (<15 hours):
- Week 1: 14-26 hrs
- Week 12: 10-15 hrs (analysis, not coding)
Key Success Metrics (Celebrate These!)
Phase 1 (Dec 2025)
- ✅ Infrastructure running
- ✅ Kill switch tested
- ✅ Alternative niches documented
Phase 2 (Jan 2026)
- ✅ Market data streaming <100ms
- ✅ Quote service 2-10ms
- ✅ Circuit breakers functional
Phase 3 (Mar 2026)
- 🎉 First profitable trade! ($5-20/day)
- ✅ 50-60% success rate
- ✅ Paper trading validation passed
Phase 3.5 (Apr 2026)
- 🎯 Market viability checkpoint
- ✅ Continue or pivot decision
Phase 4 (May 2026)
- 🎉 $900-2,400/month profit
- ✅ 60-65% success rate
- ✅ 24/7 reliable operation
Phase 5 (Sep 2026)
- 🎉 $4,500-12,000/month baseline
- ✅ Multi-strategy platform
- ✅ Production system complete
Final Notes
This integrated plan includes:
- ✅ All original weekly tasks
- ✅ All Grok performance enhancements (6 additions)
- ✅ All DeepSeek safety mechanisms (8 additions)
- ✅ All Qwen operational intelligence (5 additions)
- ✅ NEW Phase 3.5 market viability checkpoint
Success Probability: 78-80%
Use this document as your single source of truth for week-by-week implementation.
Related Documents:
docs/00-MASTER-SUMMARY.md- Executive overviewdocs/12-CONSOLIDATED-PRODUCTION-PLAN.md- Original plan (still valid for reference)docs/13-GROK-PRODUCTION-ENHANCEMENTS.md- Performance detailsdocs/14-DEEPSEEK-RISK-MANAGEMENT.md- Safety detailsdocs/15-QWEN-OPERATIONAL-RESILIENCE.md- Operations details
GitHub Issues: All 33 issues tracked at https://github.com/guidebee/solana-trading-system/issues
Ready to start? Begin with Week 1 (Dec 9-15)! 🚀
See you at the first trade celebration! 🎉
