I stopped writing prompts and started writing Python

📰 Dev.to · Ali Raza

Learn how to transition from writing prompts to coding in Python for more effective LLM interactions

intermediate Published 9 Apr 2026
Action Steps
  1. Stop treating LLMs as a command line and start thinking programmatically
  2. Install the necessary Python libraries for LLM interaction, such as Hugging Face Transformers
  3. Build a Python script to interact with LLMs using APIs or libraries
  4. Test and refine your Python code to achieve desired outcomes
  5. Apply your new coding skills to automate and optimize LLM tasks
Who Needs to Know This

Developers and data scientists working with LLMs can benefit from this approach to improve their workflow and productivity

Key Insight

💡 Coding in Python can be a more efficient and effective way to interact with LLMs than writing prompts

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💡 Ditch the command line and start coding in Python for more effective LLM interactions! #LLMs #Python

Key Takeaways

Learn how to transition from writing prompts to coding in Python for more effective LLM interactions

Full Article

For an year, I treated LLMs like a command line. Type instructions, pray for output. Tweaking...
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