Stuck in the Loop? Re-Prompting, Debugging, Still Bad Code?

Learn how to use AI to generate the code you actually need using clear prompting techniques—no more wasted hours fixing faulty output.
From Hours of Frustration to Minutes of Success
Learn the prompting techniques that bridge the gap between your idea and usable code, saving you valuable time and resources.
  • The Goal
    Generate a Python script to read a CSV and filter rows based on a value.
  • The Goal
    Generate a Python script to read a CSV and filter rows based on a value.
  • Initial Prompt
    write python script csv filter
  • Initial Prompt
    Write a Python script using the pandas library. It should: 1. Read data from 'input.csv'. 2. Filter the DataFrame to keep only rows where the 'Status' column equals 'Active'. 3. Save the filtered data to 'output.csv'. Include error handling for file not found.
  • AI Output
    This method allows us to achieve success in problems of all levels.
  • AI Output
    We care about our clients’ time. Just give us a call — and we will help you with all the questions.
  • Time Spent
    1-2 Hours: Multiple re-prompts, searching docs, debugging syntax errors, fixing logic flaws.
  • Time Spent
    ~10-15 Minutes: Minor tweaks possibly needed, quick verification.
  • Credits Used
    High: Numerous interactions, potentially using more advanced models unnecessarily.
  • Credits Used
    Low: Fewer prompts, clear instructions lead to faster, correct results.
  • Result
    Frustration, wasted time & credits, potentially abandoning the AI approach.
  • Result
    Functional script, task completed efficiently, confidence in using AI grows.
Techniques Proven Across Leading AI Platforms
Our guides and principles are designed to improve your interactions with these widely-used AI coding assistants and more.
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