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Prompt, Context, Harness, Loop, Forward Engineering... What's the Difference?

BACKGROUND
1 SIGNALFIRST DETECTED 28 July 2026
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22 Mar
I tested 10 prompt formats head-to-head on the same tasks — structured JSON won 8/10 on specificity

<!-- SC_OFF --><div class="md"><p>I tested 10 common prompt engineering techniques against a structured JSON format across identical tasks (marketing plans, code debugging, legal

OPINION · WHAT · OpenAIOPEN STORY
16 Jun
Loop Engineering: Designing Systems That Prompt

&#32; submitted by &#32; <a href="https://www.reddit.com/user/strategizeyourcareer"> /u/strategizeyourcareer </a> <br /> <span><a

OPINION · WHAT · ArtificialInteligenceOPEN STORY
30 Mar
Prompt Engineering Is The New Programming Language

<p>Imagine you have a super-smart assistant. This assistant can write stories, create images, or even help plan your day. All you have to do is tell it what you want. You don't

REPORT · WHAT · Dev.toOPEN STORY
26 Mar
Where do you personally draw the line between a prompt chain and a true AI agent?

<!-- SC_OFF --><div class="md"><p>Feels like a lot of what people call “AI agents” are just structured prompt chains with better branding.</p> <p>If it’s a fixed sequence of steps

OPINION · WHERE · ArtificialInteligenceOPEN STORY
26 Mar
Prompt Engineering Interviews Are Here. Here's How to Prepare.

<!-- SC_OFF --><div class="md"><p>Since prompt engineering questions are showing up in interviews for roles like data engineer, AI engineer, and software engineer, it helps to

OPINION · HOW · ArtificialInteligenceOPEN STORY
5 May
C:\Users\NAME\.codex\sessions\2026\05\01

<!-- SC_OFF --><div class="md"><p>So I'm looking in these files and I see a huge dump. It seems like there's the entire base instruction. Is this already open source or am I

OPINION · WHAT · ChatGPTOPEN STORY
7 May
I realized most ChatGPT issues were actually workflow problems

<!-- SC_OFF --><div class="md"><p>For years I assumed bad AI output was just a sign that the model was not good enough. I kept trying different prompts, testing different GTPs,

OPINION · WHAT · ChatGPTOPEN STORY
13 May
Drowning in research papers — what AI tools help you make sense of clinical data?

<!-- SC_OFF --><div class="md"><p>Drowning in research papers — what AI tools help you make sense of clinical / research data?</p> <p>I work in healthcare space and regularly need

OPINION · WHAT · OpenAIOPEN STORY
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