Text & PE
ChatGPT, Claude, Gemini, prompt engineering
137 articles in this topic
Articles
Page 11 of 12
Prompting Reasoning Models in 2026: GPT-5.5, Claude Opus 4.8, Gemini 3.1 Pro
How to prompt GPT-5.5, Claude Opus 4.8 / Fable 5, and Gemini 3.1 Pro in 2026 — reasoning effort, thinking budgets, what broke from the GPT-4 era, and when to use Flash instead.
2026-06-19
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.
2026-06-17
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.
2026-06-16
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.
2026-06-15
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.
2026-06-14
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.
2026-06-12
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.
2026-06-11
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.
2026-06-10
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.
2026-05-26
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.
2026-05-26
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.
2026-05-26
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.
2026-05-26
Try PromptMake — free AI prompt generator
ChatGPT, Claude, Midjourney, FLUX, Sora and more. No sign-up required.