Solo Developer Implementation Roadmap

Overview

This is a realistic, achievable roadmap for building the Solana trading system as a solo developer. It focuses on incremental delivery, MVP-first approach, and practical milestones.

Key Principles

1. MVP First - Get a working arbitrage bot before adding complexity
2. Iterative Development - Each phase delivers working software
3. Leverage Existing Code - Reuse patterns from prototypes extensively
4. Start Simple - Begin with TypeScript only, add Go/Rust later
5. Local First - Deploy to cloud only when needed

Time Commitment

• Part-time (20hrs/week): ~8-10 months to production
• Full-time (40hrs/week): ~4-5 months to production

Phase 1: MVP Arbitrage Bot (Weeks 1-4)

Goal: Single working arbitrage bot trading SOL/USDC

Week 1: Setup & Foundation

Time: 20-25 hours

Tasks:

• Repository structure setup
• Docker Compose for local services (Redis, PostgreSQL, NATS)
• TypeScript monorepo with pnpm workspaces
• Copy useful utilities from solana-playground:
  • Transaction helpers (timeout-based retry)
  • Wallet abstraction (KeypairWallet pattern)
  • RPC configuration (Helius endpoints)
  • Utility helpers (BigNumber, formatting)
• Environment configuration (.env setup)

Deliverable: Local development environment ready

Week 2: Scanner + Basic Quote Service

Time: 20-25 hours

Tasks:

• Port SolRoute Go quote service from go/ directory
• Add REST API wrapper with caching
• Build price feed scanner (TypeScript)
  • Poll Jupiter API for SOL/USDC prices
  • Emit price updates to NATS
• Test quote service locally (< 10ms latency)

Deliverable: Quote service responding, scanner emitting events

Week 3: Arbitrage Planner

Time: 20-25 hours

Tasks:

• Build arbitrage planner (TypeScript)
• Subscribe to price updates from NATS
• Implement quote logic:
  • Get quote: SOL → USDC
  • Get quote: USDC → SOL
  • Calculate profit (fees + tips)
• Profit threshold check (minimum 0.01 SOL)
• Emit trade opportunities to NATS
• Add unit tests for profit calculation

Deliverable: Planner detecting profitable opportunities

Week 4: Basic Executor + First Trade

Time: 20-25 hours

Tasks:

• Build Jito executor (TypeScript)
• Transaction building:
  • Compute budget instructions
  • Jupiter swap instructions
  • Sign with wallet
• Submit to Jito with tip
• Confirmation monitoring (30s timeout)
• Execute first live trade (small amount, testnet first)
• Log results to PostgreSQL

Deliverable: End-to-end working arbitrage bot

Milestone: 🎉 First profitable trade executed!

Phase 2: Reliability & Monitoring (Weeks 5-6)

Goal: Make the bot reliable and observable

Week 5: Error Handling & Retries

Time: 20-25 hours

Tasks:

• Add retry logic to all RPC calls
• Multi-endpoint failover (copy from solana-playground)
• Transaction confirmation retry (exponential backoff)
• Handle common errors:
  • Slippage exceeded
  • Transaction timeout
  • Insufficient balance
• Dead letter queue for failed trades
• Add Pino logger with file rotation

Deliverable: Bot handles failures gracefully

Week 6: Basic Monitoring

Time: 20-25 hours

Tasks:

• Add Prometheus metrics:
  • Opportunities detected
  • Trades executed
  • Success rate
  • Profit realized
• Basic Grafana dashboard:
  • Trade success rate
  • P&L chart
  • System health
• Alerting (PagerDuty or Slack):
  • Bot stopped
  • Low balance
  • High error rate

Deliverable: Bot running with visibility

Milestone: 🎉 Bot running reliably for 7 days

Phase 3: Wallet Management (Weeks 7-8)

Goal: Multi-wallet system for risk management

Week 7: Wallet Tier System

Time: 20-25 hours

Tasks:

• Implement wallet manager (TypeScript)
• Create wallet tiers:
  • 1 Treasure wallet (hot wallet)
  • 2 Controller wallets (management)
  • 5 Worker wallets (trading)
• Expected balance tracking (Redis)
• Automatic rebalancing logic
• CLI commands for wallet operations:
  • wallet:balance - Check all balances
  • wallet:rebalance - Trigger rebalancing
  • wallet:create - Generate new wallets

Deliverable: Multi-wallet system operational

Week 8: Balance Management

Time: 20-25 hours

Tasks:

• Balance scanner (check every 5 minutes)
• Rebalancing triggers:
  • Worker wallet < 50% expected → fund from treasure
  • Worker wallet > 150% expected → return to treasure
• ATA creation for all tokens
• WSOL wrapping/unwrapping helpers
• Test full rebalancing cycle

Deliverable: Wallets automatically balanced

Milestone: 🎉 5 worker wallets trading concurrently

Phase 4: Grid Trading Strategy (Weeks 9-11)

Goal: Add second strategy for diversification

Week 9: Grid Planner

Time: 20-25 hours

Tasks:

• Build grid trading planner (TypeScript)
• Grid configuration:
  • 10 levels
  • 1% spacing between levels
  • $100 per level
• Grid initialization logic
• Price monitoring against grid levels
• Order TTL (12 hours)
• Subscribe to price updates

Deliverable: Grid orders being created

Week 10: Grid Execution

Time: 20-25 hours

Tasks:

• Extend executor to handle grid orders
• Buy order execution (price drops to level)
• Sell order execution (price rises to level)
• Grid rebalancing (price moves significantly)
• P&L tracking per grid level
• CLI command: grid:status - View current grid

Deliverable: Grid trading operational

Week 11: Grid Optimization

Time: 20-25 hours

Tasks:

• Backtest grid parameters
• Dynamic spacing based on volatility
• Split large orders
• Grid dashboard (Grafana)
• Run both strategies concurrently:
  • Arbitrage on worker wallets 1-3
  • Grid trading on worker wallets 4-5

Deliverable: Two strategies running in parallel

Milestone: 🎉 Profitable grid trading over 14 days

Phase 5: Production Hardening (Weeks 12-14)

Goal: Production-ready deployment

Week 12: Testing & Documentation

Time: 20-25 hours

Tasks:

• Write unit tests (key logic only):
  • Profit calculation
  • Grid level generation
  • Wallet selection
• Integration tests:
  • Scanner → Planner → Executor
• End-to-end test (testnet):
  • Full arbitrage flow
  • Full grid trading flow
• Runbook documentation:
  • How to deploy
  • How to restart services
  • How to add wallets
  • Common troubleshooting

Deliverable: Documented and tested system

Week 13: Cloud Deployment

Time: 20-25 hours

Tasks:

• Choose cloud provider (AWS/GCP/DigitalOcean)
• Deploy infrastructure:
  • Managed Redis (ElastiCache/Redis Cloud)
  • Managed PostgreSQL (RDS/Cloud SQL)
  • NATS server (single instance)
• Deploy services:
  • Scanner (single instance)
  • Planners (arbitrage + grid)
  • Executors (3 instances)
  • Quote service (Go, 2 instances)
• Configure monitoring (Grafana Cloud)
• Set up alerting

Deliverable: System running in cloud

Week 14: Security & Ops

Time: 20-25 hours

Tasks:

• Move private keys to AWS Secrets Manager / Vault
• Enable TLS for all connections
• Set up automated backups:
  • PostgreSQL daily backups
  • Redis snapshots
• Configure log rotation
• Set up log aggregation (CloudWatch / Loki)
• Create operational dashboard:
  • System health
  • Trading performance
  • Wallet balances

Deliverable: Secure, operational production system

Milestone: 🎉 System running in production for 30 days

Phase 6: Advanced Features (Weeks 15-18) [OPTIONAL]

Goal: Add nice-to-have features

DCA Strategy (Week 15)

Time: 15-20 hours

Tasks:

• Build DCA planner
• Time-based triggers (every 4 hours)
• Price limit orders (buy only below X)
• Position tracking
• CLI: dca:status, dca:configure

AI Analysis (Week 16) [OPTIONAL]

Time: 15-20 hours

Tasks:

• ChatGPT integration (copy from trading-bots)
• TradingView chart generation
• Signal generation
• Confidence scoring
• Manual review before execution

Flash Loan Integration (Week 17)

Time: 15-20 hours

Tasks:

• Kamino flash loan integration
• Wrap arbitrage transactions
• Test on small amounts
• Calculate break-even with fees

Web Dashboard (Week 18) [OPTIONAL]

Time: 20-25 hours

Tasks:

• Next.js dashboard (copy components from solana-playground)
• Real-time trade feed
• Wallet balance view
• Strategy configuration UI
• P&L charts

Simplified Technology Choices

Start With (Weeks 1-11)

• TypeScript only - Scanner, Planner, Executor
• Docker Compose - Local infrastructure
• PostgreSQL - All persistent data
• Redis - Caching only
• NATS - Event bus (JetStream not required initially)
• Prometheus + Grafana - Monitoring

Add Later (Week 12+)

• Go quote service - When Jupiter API becomes bottleneck
• Rust RPC proxy - When RPC performance matters
• Kubernetes - When scaling needed (probably not needed)

Resource Requirements (Solo Developer)

Development Costs

• Domain: $15/year
• Cloud hosting (DigitalOcean): $50-100/month
  • 2 CPU droplets ($12 each)
  • Managed Redis ($15)
  • Managed PostgreSQL ($15)
• Monitoring (Grafana Cloud): Free tier
• RPC endpoints (Helius): $200-500/month
• Total: ~$300-650/month

Time Investment

• MVP (Phase 1-2): 80-100 hours (6-10 weeks part-time)
• Production (Phase 1-5): 200-250 hours (14 weeks full-time, 20-25 weeks part-time)
• Advanced Features: Optional, 60-80 additional hours

Realistic Success Metrics

After Phase 1 (MVP)

• 1 profitable arbitrage trade per day
• 0.1 SOL profit per week
• 90% transaction success rate

After Phase 3 (Multi-Wallet)

• 10+ profitable trades per day
• 0.5 SOL profit per week
• 95% transaction success rate
• 5 wallets trading concurrently

After Phase 5 (Production)

• 50+ trades per day (arbitrage + grid)
• 2-5 SOL profit per week
• 98% transaction success rate
• 99% uptime (< 7 hours downtime/month)

Risk Mitigation

Recommended Approach

First Month (Part-Time)

1. Week 1: Setup environment, copy utilities from solana-playground
2. Week 2: Get quote service working locally
3. Week 3: Build arbitrage planner, test profit calculation
4. Week 4: Execute first trade (small amount, celebrate!)

Second Month (Part-Time)

1. Week 5: Add error handling and retries
2. Week 6: Set up monitoring and run for 7 days
3. Week 7: Multi-wallet system
4. Week 8: Auto-rebalancing working

Third Month (Part-Time)

1. Week 9-11: Grid trading strategy
2. Week 12: Testing and documentation

Fourth Month (Part-Time)

1. Week 13: Cloud deployment
2. Week 14: Security hardening
3. Week 15-16: Run in production, monitor, optimize

What NOT to Do

❌ Don’t:

• Build a complex microservice architecture upfront
• Implement all strategies at once
• Deploy to Kubernetes (overkill for solo project)
• Build a complex web UI (use Grafana dashboards)
• Optimize prematurely (get it working first)
• Trade with large amounts until proven

✅ Do:

• Start with one strategy (arbitrage)
• Use existing code from prototypes
• Deploy with Docker Compose initially
• Focus on reliability over features
• Test extensively with small amounts
• Celebrate small wins

Milestones to Celebrate 🎉

1. First successful RPC call (Week 1)
2. Quote service responding (Week 2)
3. First opportunity detected (Week 3)
4. First trade executed (Week 4) ← BIG ONE
5. 7 days without crashes (Week 6)
6. First profitable grid cycle (Week 11)
7. Deployed to production (Week 13)
8. 1 month in production (Week 17)

Next Steps

1. Review this roadmap and adjust timelines based on your availability
2. Set up the repository structure (Phase 0)
3. Start with Week 1 tasks
4. Track progress using GitHub Projects or similar
5. Document decisions and learnings in /docs/decisions/
6. Join Solana Discord for help when stuck
7. Keep a trading journal to track performance

Remember: This is a marathon, not a sprint. Take breaks, learn continuously, and enjoy the journey! 🚀