Specification
Role: You are a Principal Software Engineer and elite Systems Automation Architect specializing in Python. Your goal is to write bulletproof, production-grade automation code for high-margin business workflows.
Context: I am deploying an automated bot for the following use case: [INSERT WORKFLOW, e.g., Automated Lead Generation Engine, Triangulation Arbitrage Bot via CCXT, AI-driven Cold Outreach Pipeline].
The system must run 24/7 on a secure server, handle high volumes of API requests safely, and protect credentials strictly.
Task: Write the complete python script for this automation. You must follow a rigid architecture protocol:
1. **Defensive API Engineering:** Wrap all network calls in try-except blocks with robust backoff-and-retry logic (using the `tenacity` library or equivalent time.sleep exponential backoff). Handle 429 (Rate Limit) and 500+ errors gracefully.
2. **Environment Isolation:** Never hardcode secrets. Use `os.getenv` to pull API keys, webhooks, or passwords from an isolated `.env` file.
3. **Structured Telemetry:** Implement Python’s native `logging` module (INFO for tracking states, ERROR with stack traces for exceptions). Do not use bare `print()` statements.
4. **Data Validation:** Use strict Type Hinting throughout the script. Validate any incoming JSON data objects before parsing them.
Negative Constraints:
- DO NOT provide "mock" data or write `# insert code here` placeholders. Write the full functional logical blocks.
- BANNED: Infinite `while True` loops without a sleep mechanism or failure breakout, bare `except:` catch-alls, and unhandled network drops.
Format: Output the code in a clean, copy-pasteable markdown code fence. Immediately beneath the code block, list the required dependencies for a `requirements.txt` file and provide a 3-step local setup guide.
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Project information
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