#prompt engineering
Prompt Engineering: 22 AI articles covering prompt engineering news, analysis, and research
Articles
Transfer Learning for Named Entity Recognition of Classical⭐8
Team uOttawa wins EvaLatin 2026 NER shared task using LLM prompting for Classical Latin, achieving top scores on coarse and fine-grained entity recognition.
Prompt, Context, Loop: The Three Engineering Layers Every RAG⭐10
Explore the three engineering layers of RAG systems: prompt, context, and loop. Learn how each layer works and why their evolution isn't a simple sequence.
Can LLMs Really Understand Item Difficulty Levels? Implications⭐9
Can LLMs accurately predict item difficulty? This study tests GPT-4.1 and GPT-5.4 against supervised models, revealing semantic limits and risks for automated i...
Coding Agents Don’t Need Bigger Context Windows — They Need a⭐10
Coding agents don't need bigger context windows—they need a compiler approach. This three-pass pipeline cuts prompt sizes by 69-74% in under 75ms.
Prompt Engineering vs Loop Engineering vs Graph Engineering:⭐8
Prompt, loop, and graph engineering are distinct layers of AI control: one response, one agent cycle, and multi-agent orchestration, each building on the last.
Prompt Engineering vs Loop Engineering vs Graph Engineering:⭐8
Three layers of AI control: Prompt, Loop, and Graph engineering. Each layer builds on the last, from single responses to multi-agent orchestration.
Prompt Engineering Is Solved—Prompt Management Isn't⭐9
Prompt engineering is easy, but prompt management is hard. Learn how promptctl prevents broken prompt signatures from crashing production.
The Dumbest-Looking AI Prompt Just Beat Months of Careful⭐8
A deliberately simple, three-word AI prompt unexpectedly outperformed months of careful game-design engineering, proving minimalism can unlock superior creativi...
Prompt vs Loop Engineering: A Guide for Developers⭐8
Compare prompt engineering vs. loop engineering: when one prompt is enough vs. when you need multi-step AI systems. A 2026 guide for developers.
How to Efficiently Prompt Claude Code⭐9
Learn effective prompting strategies for Claude Code and coding agents: be explicit, specify testing methods, and discuss features before writing code for effic...