#prompt-engineering articles

Jjaberadam2001simplyexplained.hashnode.dev18h ago · 9 min read

Why Your AI Answers Are Mediocre (And the 7 Prompt Fixes That Change Everything)

If AI keeps giving you bland, generic, obviously-AI answers — it isn't the model. It's the brief. Here's how to fix it, with copy-paste prompts. You've felt it. You ask ChatGPT something, and back com

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PMPrajwal Mglitch-guy0.hashnode.dev3d ago · 4 min read

Building with AI: A Journey from Idea to Reality

When I set out to build my latest project with Bmad-method, I had a clear goal: to harness the power of Large Language Models (LLMs) to solve a complex problem for my users. But as anyone who has work

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SMSoumadip Majilaweb-dev-soumadip.hashnode.dev5d ago · 7 min read

From Chains to Runnables: How LangChain Standardized AI Development

Introduction LangChain has become one of the most popular frameworks for building LLM-powered applications. However, early versions of LangChain had a major design limitation: every component exposed

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ZVZack Visionzackvision.hashnode.dev5d ago · 4 min read

I Built an AI Workflow System to Organize Repetitive Creative Tasks

Artificial intelligence has changed the way we create. Today, anyone can use AI assistants to write, research, generate ideas, summarize information, or automate parts of their workflow. But after usi

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ZVZack Visionzackvision.hashnode.dev5d ago · 4 min read

I Stopped Collecting Prompts. I Built an AI Prompt System Instead.

Most people use AI like a search engine. They open ChatGPT, Claude, Gemini, or another AI assistant. They write a quick question. They copy the answer. Then five minutes later, they start from zero ag

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AKAyush Kumarayushkumar912.hashnode.dev6d ago · 10 min read

Context Engineering for Coding Agents: What Anthropic and OpenAI's Guidance Actually Implies

Root cause: context is a finite, decaying resource Strip the vendor-specific vocabulary and both companies are describing the same failure mode you'd recognize from any stateful system: a bounded reso

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LPLucas Payrfunctional-fieldnotes.hashnode.devJul 5 · 3 min read

Make your Code AI-friendly

In 2024 I heard for the first time people talking about "AI-friendly software architecture." At the time I didn't really see a need to change things. Fast forward to 2026; I'm using AI for most projec

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RTRaghavan T Mchangeofbasis.hashnode.devJul 1 · 4 min read

Prompt Engineering: Why Structure Is the Only Thing Between You and a Hallucination

If RLHF trains a model to prefer answers humans like, how does it still say something completely false — and say it with total confidence? RLHF never trained the model to be right. It trained the mode

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SLSean Leeseanleecoder.hashnode.devJun 29 · 11 min read

Introducing Rule-Trace: Your Agent Loaded the Rule. Did It Apply It?

In my last post, I described a setup I had started using at work: give every AI-agent rule a stable ID, then ask the agent to disclose which rules were candidates and which ones actually shaped the re

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XYXiao Yaoblog.appliedaihub.orgJun 27 · 12 min read

The End of "One-Shot AI": Why Context Engineering Is Replacing Prompt Engineering

Most "prompt engineering" advice circulating today is already obsolete for anyone building production-grade AI. Granular phrasing matters for simple, single-turn tasks — but the moment a system involv

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