Prompt Engineering

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...

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

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

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.

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

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

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

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

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...

The AI Coding Paradox: More Code, More Problems? The headline is everywhere: "90% of Code...

Stop tweaking words. Start designing systems. Five production prompt patterns — routing, fallback chains, structured output, validation loops, cost tr

Learn 4 context engineering strategies for AI agents with runnable Python code. Budget your context window, compress history, and inject tools dynamically.

Most QA engineers who try AI and conclude "it's not that useful" are right, but for the wrong...

Saju-to-video pipeline. 4 commits. Architecture → scaffold → review → ship. The prompting pattern that kept 5,800 lines coherent.

You wake up in the middle of the night, mind racing. "What if I fail? What if everything goes wrong?...

Context windows keep growing. 200k tokens. A million. The assumption is that bigger windows mean...

The first version went live at 2:17 a.m. Not a launch party. Not a thread. Not a cinematic build in...

Why Your Natural Language Prompts Are Breaking (And How JSON Fixes It) I've spent the last...

Prompt engineering requires constant iteration. A common pattern is to have a "Production Prompt" and...

Laravel AI SDK deep dive with real code comparisons. See how it replaces openai-php and Prism with first-party agents, streaming, and structured output.

Forget "Chain of Thought." The new meta is "Chain of Agents." And it’s running locally. If you...

By 2026, the landscape of Generative AI has shifted from simple prompt engineering to complex agentic...

Until now, working with AI felt like having separate, brilliant specialists in soundproof rooms. You...

The Prompt Whisperer's Guide (You, after reading this article) You've learned what LLMs...

Anthropic's Free Prompt Engineering Course: AI Skills Boost By Dr. Hernani Costa — June...

If you've ever pasted code into an AI and gotten back something that looks like it was written in...

The Problem: SQL Tools Feel Like Robots Most NL2SQL tools have boring prompts: # ❌...

Steering the AI: A Developer's Guide to Prompt Engineering If you've ever felt frustrated...

If you're building AI products, you've hit this wall: your AI works brilliantly on short...

The first few-shot example delivers +55.9% gains. The next 49? Just +25% more. The...

Part of From Software Engineer to GenAI Engineer: A Practical Series for 2026 Prompt engineering is...

Over the past year, prompt engineering has quietly but fundamentally shifted. What changed wasn’t...

This is my new series on Prompt Engineering and it's different from everything else out there. Most...

Prompt Like a Pro: A GenAI Byte for Everyone Prompt engineering is quickly becoming one of...

AI models love to chat, but apps need structured data. Today we're learning Output Parsers - your...

Why dialogue beats one-shot prompting Introduction In my previous article, I...

From raw CSVs to a production-ready AI assistant that queries data safely — without hallucinating...

Stanford Accidentally Killed Prompt Engineering With One Simple Trick And why...

As Artificial Intelligence (AI) continues to transform industries at an unprecedented pace, one skill...

-- utils.sql -- Prevent SQL*Plus prompting for missing argument COLUMN arg1 NEW_VALUE arg1 SELECT...

The Problem with "Prompt Engineering" We need to be honest with ourselves. "Prompt Engineering" as...

📚 Tech Acronyms Reference Quick reference for acronyms used in this article: API -...

Introduction Prompting used to feel like magic. Sometimes the AI gave great results...