The Real Problem: Bugs Don’t Come With Explanations Debugging is a thinking problem under uncertainty. A system that “worked yesterday” is now failing; you have partial logs, noisy errors, and often pressure…
Prompt Engineering for Understanding Large Codebases
The Real Problem: New Codebase, Zero Context Joining a new codebase is one of the most draining parts of the job. You land in a repo with thousands of files, a README…
Prompt Engineering in Production: Risks, Metrics, and Best Governance Practices
Prompt engineering changes dramatically once AI systems move into production. This article explores the real risks, measurable metrics, and governance practices engineering teams must adopt to use AI safely, reliably, and at scale. Learn how to treat prompts as production assets, manage AI-driven risks, and build sustainable AI workflows.
The Article: From Team Lead to MCA: My 15-Year Journey in Crafting WebGrapple and Sentinel AI
Introduction Building software is rarely just about writing code; it is about solving human problems through scalable architecture. I am Abdul, a Web Programming Team Leader with 15 years of experience in…
OpenAI’s New GPT-OSS Models are Here, and Ollama Lets You Run Them Locally
The AI world is buzzing with excitement, and for good reason. OpenAI has just dropped its first open-weight models since the release of GPT-2 back in 2019. Meet gpt-oss-120b and gpt-oss-20b, two…
Codementor-AI: The Ultimate AI-Powered Code Review System for Laravel & MongoDB
Introduction: Why Code Review Matters More Than Ever Building enterprise-grade Laravel applications isn’t just about adding features or deploying fast—it’s about maintaining code quality, security, and performance at scale. If you’ve ever…
Mastering Twitter OAuth 2.0 in PHP: A Step-by-Step Guide to Secure User Authentication
Table of Contents 1. Introduction OAuth 2.0 is an industry-standard protocol for authorization, allowing applications to access user data without exposing credentials. Twitter’s API v2 supports OAuth 2.0, enabling secure interactions with…
Top Resources to Master Prompt Engineering for Developers and Engineers
In the previous parts of this series, we’ve covered the fundamentals of prompt engineering, its importance for developers, practical use cases in web development, and best practices for writing effective prompts. Now, in this final installment, we will explore top resources available to help you take your prompt engineering skills to the next level.
Best Practices for Writing Effective Prompts in AI Programming
In the previous parts of this series, we discussed the basics of prompt engineering and how it can enhance your development workflow. Now, it’s time to delve into the art of writing effective prompts. Crafting clear and structured prompts is crucial to get the best results from AI models like ChatGPT. Just like writing clean, efficient code, writing good prompts requires practice, attention to detail, and understanding how AI interprets instructions.
Practical Use Cases of Prompt Engineering in Web Development
In the previous parts of this series, we introduced the concept of prompt engineering and discussed why it’s becoming an essential skill for developers. Now, let’s dive into some real-world examples and use cases where prompt engineering can be applied in web development. Whether you’re working with React, Node.js, Laravel, or any modern web development stack, prompt engineering can streamline your workflow, save time, and improve the quality of your code.