PromptMake Blog
Text & PE
ChatGPT, Claude, Gemini, prompt engineering
148 articles in this topic
Articles
Page 12 of 13
Role Prompting in 2026: When "You Are an Expert" Helps and When It's Cargo Cult
Research on expert personas vs baseline: when role prompts change tone vs accuracy, the confidence trap, and how to write roles that constrain output instead of cosplay.
Jun 17, 2026
The Lost-in-the-Middle Problem: How Prompt Length Kills AI Output Quality
LLMs remember the start and end of long prompts but miss the middle. Why the U-shaped curve persists in 2026, symptoms in production, and fixes: placement, RAG, tail checklists, chunking.
Jun 16, 2026
Positive Framing in Prompts: Why "Do This" Beats "Don't Do That"
Negative prompt instructions activate what you're trying to suppress. Why positive framing works better on LLMs, with before/after rewrites and when to enforce rules outside the prompt.
Jun 15, 2026
Structured Output Prompting: How to Force JSON and Exact Formats from Any AI
JSON mode vs structured outputs vs prompt pleading — how constrained decoding works on OpenAI, Claude, and Gemini in 2026, with schema patterns and production pitfalls.
Jun 14, 2026
Chain-of-Thought Prompting: When to Use It and When to Skip It
Zero-shot, few-shot, and self-consistency CoT explained with a 2026 decision guide. When chain-of-thought helps on chat models, when it wastes tokens, and when reasoning models make it obsolete.
Jun 12, 2026
Why "Let's Think Step by Step" Is Dead in 2026 (And What to Do Instead)
Zero-shot CoT was the best trick in 2022. On GPT-5.5, Claude Opus 4.8 / Fable 5, and Gemini 3.1 Pro, it often hurts. What changed, when CoT still works, and what to write instead.
Jun 11, 2026
Prompt Engineering Best Practices in 2026: What Actually Works Now
Prompt engineering changed in 2026. Reasoning models, structured outputs, prompt chaining, and when chain-of-thought still helps — practical rules that survive the hype.
Jun 10, 2026
30 Best ChatGPT Prompts for Every Use Case (Copy-Paste 2026)
30 tested ChatGPT prompts for writing, coding, marketing, productivity, and creative work — ready to copy-paste into GPT-5.5 or ChatGPT Pro.
May 26, 2026
50 Best Claude AI Prompts in 2026: Free Templates for Every Use Case
50 tested Claude prompts for writing, coding, analysis, research, and more — including Claude Sonnet 4 and Opus 4 specific techniques.
May 26, 2026
Claude Prompt Engineering: How to Get the Best Results from Claude 4 (2026)
Technical guide to prompting Claude Sonnet 4 and Opus 4 — XML tags, extended thinking, system prompts, multi-turn strategies, and 10 advanced techniques.
May 26, 2026
Google Veo 3 Prompt Guide: How to Write Video + Audio Prompts (2026)
Complete guide to writing Veo 3 and Veo 3.1 prompts — including its unique audio generation feature, camera controls, and 20 copy-paste examples.
May 26, 2026
What is an AI Prompt Generator? How They Work & Why You Need One (2026)
A plain-English explanation of what AI prompt generators do, how they work, and how they help you get better results from Midjourney, ChatGPT, and other AI tools.
May 26, 2026
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