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Prompting Guide for Developers
As a senior Python developer working with GPT 4.1, I’ve shifted from “talking to an LLM” to engineering smart behaviors. Prompting has become a powerful tool — not just for asking questions, but for crafting complex workflows, guiding reasoning, and orchestrating tools: Here’s my distilled guide to getting the most from GPT, built from OpenAI’s recommendations and my own field practice. 🎯 Start With Intent When writing prompts, clarity equals control. I always begin with a clear intent: These sections steer the model like a well-defined function signature. 🔄 Agentic Reminders I embed three key reminders in system prompts: These lines drastically improved the model’s autonomy and lowered hallucination risk…
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Generate Consistent Images
Thanks to the GPT upgrade, we now have access to native image generation with way more consistency—and that’s huge when you’re building out a visual character like a recurring AI agent in meme form. This post walks you through how I’ve been building a consistent character I call Robot Meme, which mimics the agentic work of an AI agent. This character becomes the template for meme creation, storytelling, and satirical AI-themed content. 🧭 Why I Built Robot Meme In meme creation—especially for dev culture, AI agent behavior, or software satire—visual consistency boosts both narrative and recognizability. Using the same AI-looking character across different situations makes the jokes land harder and…
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Helpful AI GPT Agents for automation
Today, I will be exploring the different aspects of the Auto-GPT project, a Python and LangChain based software that leverages the capabilities of GPT for automation. This analysis covers a detailed code review, the creation of Gherkin Syntax Features and Scenario Outlines, and the visualization of the code flow through Sequence Diagrams… and all of these tasks were executed autonomously by an Auto-GPT agent. Section 1: Code Review Structure and Logic Analysis The first step in this journey was to watch Auto-GPT conducting a comprehensive code review of the fastapi_jwt_auth_refresh.py file. Auto-GPT found a well-structured code, adhering to the principles of the FastAPI framework. Potential Improvements AI generated by Auto-GPT…
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Tell me how to optimize your response
As a seasoned Prompt Engineer, please generate a set of prompts fitting within the context of a Senior Python Developer adhered to strong PEP Standards. Please derive these 3 possible prompts from the following content or potential suggestions: {content}