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Loop Engineering: Designing Systems That Prompt

BACKGROUND
1 SIGNALFIRST DETECTED 16 June 2026
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How the story developed
16 Jun
Loop Engineering: Designing Systems That Prompt
OPINION · WHAT · ArtificialInteligence
Other feeds and industry voices
28 Jul
Prompt, Context, Harness, Loop, Forward Engineering... What's the Difference?

<!-- SC_OFF --><div class="md"><p>A quick summary:</p> <p>Prompt engineering optimizes a prompt.<br /> Context engineering optimizes a context window.<br /> Harness engineering

OPINION · WHAT · ArtificialInteligenceOPEN STORY
23 Jul
**Reader change:** Instead of repeatedly typing “What now?” the reader learns to design a loop that specifies an activat

<p><strong>Reader change:</strong> Instead of repeatedly typing “What now?” the reader learns to design a loop that specifies an activation trigger, an observable numeric stop

REPORT · WHAT · Dev.toOPEN STORY
14 Oct
The problem with AI/API calls and how only LLM companies can fix it.

<!-- SC_OFF --><div class="md"><p>(AI Was not used for generating the below post)</p> <p>I've been developing with AI for over 3 1/2 years now, my AI DM setting operation which

OPINION · HOW · OpenAIOPEN STORY
15 Apr
AI can now design and run biological experiments, racing ahead of regulatory systems and raising the risk of bioterrorism, a leading scientist warned.

<table> <tr><td> <a href="https://www.reddit.com/r/OpenAI/comments/1sm6gmv/ai_can_now_design_and_run_biological_experiments/"> <img alt="AI can now design and run biological

OPINION · WHAT · OpenAIOPEN STORY
30 Jul
Loop Engineering Is Mostly Papering Over a Model That Won't Converge

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REPORT · WHAT · Dev.toOPEN STORY
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
14 Jul
What is “loop engineering?”

There&#8217;s talk about loop engineering, but what is it exactly? I looked into it, and found triggers, cron jobs, AI slop & more. Is it a &#8220;here today, gone tomorrow&#8221;

REPORT · WHEN · The Pragmatic EngineerOPEN STORY
24 Jun
30 Core Agentic Engineering Concepts, Explained Simply

&#32; submitted by &#32; <a href="https://www.reddit.com/user/sdxyz42"> /u/sdxyz42 </a> <br /> <span><a

OPINION · WHAT · ArtificialInteligenceOPEN STORY
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