Blockchain Automation Tools
Automated On-chain Operations & Monitoring
Problem
Running airdrop-farming campaigns, tracking wallet P&L, and responding to on-chain events across Ethereum, L2s, and Solana required stitching together ad-hoc scripts and manual dashboards. Multi-chain operations at scale meant repeated context switches, missed timing windows on governance votes and token claims, and no unified visibility into wallet state or gas conditions.
Approach
- Per-function tool modules rather than a monolith: separate services for transaction execution, portfolio aggregation, alerting, and airdrop workflows.
- Python for on-chain scripting (web3.py, asyncio) and Node.js for ethers.js-heavy execution paths — each language used where its ecosystem is strongest.
- Telegram as the alert surface since it handles cross-device push without infrastructure overhead.
- Randomized transaction patterns (timing, amount, path) for airdrop workflows to avoid the heuristics farming-detection systems flag.
- Docker + PM2 + cron for process supervision, keeping long-running listeners and scheduled jobs independently recoverable.
Implementation
Multi-chain Transaction Automation
Batch transaction executors for Ethereum, Arbitrum, Optimism, and Solana with EIP-1559 gas optimization. Scheduling layer for time-sensitive operations (token claims, governance votes) so critical windows are not missed.
Wallet Portfolio Manager
Multi-wallet balance aggregator across EVM and Solana. DeFi position tracker pulling lending and liquidity protocol state. P&L calculation with historical price lookups for accurate cost-basis reporting.
Alert & Notification System
Telegram bot for real-time wallet activity and price alerts. Smart contract event listeners for protocol-specific triggers. Configurable threshold alerts for gas prices and token prices.
Airdrop Workflow Engine
Task orchestration framework covering multi-step qualification criteria. Transaction randomization across timing, amounts, and routing paths to produce organic-looking activity. Per-wallet progress tracking and completion scoring.
Outcome
- Consolidated multi-chain operations into a single supervised toolchain.
- Real-time visibility into wallet activity, gas conditions, and DeFi positions via Telegram and local dashboards.
- Reduced manual operational overhead for airdrop qualification and governance participation.
Technologies
- Backend: Python (web3.py, asyncio), Node.js (ethers.js)
- Automation: Docker, cron jobs, PM2 process manager
- Notifications: Telegram Bot API, Discord webhooks
- Data Storage: SQLite for transaction logs, Redis for caching