Prompt Engineering

Small prompt changes can silently break critical behavior in production. This article introduces a practical framework to detect hidden regressions before users

Artificial Intelligence tools like ChatGPT, Gemini, Claude, Cursor, and Copilot have changed the way...

Have you ever been at a situation where you have been recently hired to maintain a legacy project, an...

When I first heard the term “prompt engineering,” I thought it was just a fancy way of saying “asking ChatGPT questions.” Continue reading on Medium »

Every few months, I see another post declaring: "Prompt engineering is dead." Usually, the argument goes something like this: AI models are getting smarter. The

Artificial Intelligence tools like ChatGPT, Gemini, perplexity and Claude are becoming a part of everyone’s daily life. Nowadays people… Continue reading on Med

A practical, production-tested guide for engineers, technologists, and business leaders on Prompt Engineering, Context Engineering, RAG… Continue reading on Med

I wanted to get better at prompt engineering. Not the trick-the-robot kind, the boring-but-useful...

The “magic words” myth is making people worse at AI — here’s what actually moves the needle. Continue reading on Medium »

I've updated my annual compilation of the best prompt engineering techniques and strategies. Over 100 this time. An AI Insider analysis and scoop.

Every prompt-engineering listicle is selling you templates. Templates expire. A framework doesn’t. Continue reading on Medium »

AI tools are powerful, but many people do not get good results because of simple mistakes in how they write prompts. Learning how to avoid… Continue reading on

 This is part of my 60-Day Agentic AI Series Continue reading on Medium »

A few years ago, knowing a programming language was enough to stand out as a developer. If you could build a website, create an API, or… Continue reading on Med

You wouldn’t build software in Notepad. So why are you still building AI systems in a chat box? Continue reading on Medium »

Most teams iterate on prompts by feel and ship by memory. The minimum useful comparison is two prompts in parallel.

I've been thinking about this lately because I feel like people use the term "prompt engineering" to describe two very different things. On one end, you have wh

Most People Think AI Is The Problem When Results Are Poor. In Reality, The Quality of Your Prompt Often Determines The Quality of The… Continue reading on Towar

The gap between a mediocre AI response and a brilliant one is often just the quality of your prompt — here’s how to close it. Continue reading on Medium »

Learn practical prompt engineering techniques for ChatGPT, Claude, Gemini, Copilot, and DeepSeek so you can stop getting generic AI… Continue reading on ILLUMIN

I used to write prompts the way most people do: a block of text describing what I wanted, hit enter, and hope for the best. Continue reading on Medium »

No matter how technical it sounds, prompt engineering is a leadership skill that requires better thinking and a clear goal. Continue reading on ILLUMINATION »

Using agentprompt-rs, prompt-template-version, and prompt-replay for structured, versioned, A/B-testable prompts.

A 50-line script that A/B tests prompt changes against your eval set, surfaces per-slice regressions, and posts a verdict on every PR.

Stop blaming AI for bad answers. Most of the time, the prompt is the problem. Continue reading on Dev Simplified »

You’ve covered the theory, now it’s time to put it into practice. In this challenge, you’ll write prompts for real security tasks and be… Continue reading on Me

You’ve covered the theory, now it’s time to put it into practice. In this challenge, you’ll write prompts for real security tasks and be… Continue reading on Me

Most AI systems don’t fail because of the model. They fail because of the instructions given to it. Continue reading on Towards AI »

Most weak AI results are not a model problem. They are a workflow problem. Here is how reusable prompt packs fix that. Continue reading on Medium »

The “AI FOMO” industrial complex is lying to you. Every day, a new “game-changing” tool drops, and the collective anxiety that you’ve… Continue reading on Mediu

We have all experienced the initial magic of Generative AI, followed closely by the inevitable frustration. You bring a complex problem to… Continue reading on

We have all experienced the initial magic of Generative AI, followed closely by the inevitable frustration. You bring a complex problem to… Continue reading on

I've seen countless prompting trends and prompt packs to use but most discussions around prompt...

Most freelancers I talk to are using AI the same way. They open ChatGPT, type something vague, get a mediocre response, tweak it for 20… Continue reading on Med

Every DevOps engineer is now a prompt engineer. Most just don’t know it yet. Continue reading on Medium »

Every DevOps engineer is now a prompt engineer. Most just don’t know it yet. Continue reading on Medium »

System prompt architecture, few-shot design patterns, chain-of-thought for structured outputs,...

Most AI failures aren’t model failures. They’re prompt failures — and fixing that is entirely in your hands. Continue reading on Medium »

Two valid tools, wrong arg type, infinite loops, wrong ordering, tools that should be skipped. Prompt skeleton, schema patterns, validator wrapper.

Learn prompt engineering with this practical cheat sheet that covers frameworks, techniques, and tips for producing more accurate and useful AI outputs. The pos

The difference between a mediocre AI output and a game-changing one often comes down to a single factor: how you ask. In a $107 billion… Continue reading on Med

In the first months of an AI initiative, prompt engineering is something an individual engineer does...

Prompt packs give you outputs without the function. The five-component framework (Role, Context, Format, Examples, Output) that lets you adapt, diagnose, and co

A practical blueprint for organizing prompts that produce consistent AI output — with copy-paste templates for real dev tasks. Continue reading on Medium »

Prompt engineering notes covering basics, prompts, and techniques overview Continue reading on Medium »

TLDR: Don't ask AI to do the thing directly. Ask it to interview you first — what are your...

You changed one line in your system prompt and broke three downstream features. No tests caught it...

Here's the scenario. You spend two hours brainstorming and manually crafting what you think is the...