AI Prompting Guides & Resources
Tutorials, comparisons, and best practices for Midjourney, FLUX, ChatGPT, Claude, Sora, DALL-E, and more.
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Page 31 of 34
How to Write Prompts for Summarization That Don't Lose Key Details
Stuff vs map-reduce vs refine prompts, citation rules, chunk overlap, and eval checklists — summarize long documents on Gemini 3.1 Pro and Claude without dropping facts.
2026-06-20
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
How to Write Midjourney Prompts That Actually Work in 2026
Midjourney v7 prompting that works: natural-language structure, --style raw for photos, stylize/chaos/sref/oref, Draft Mode workflow, and prompts that fail in 2026.
2026-06-19
Few-Shot vs Zero-Shot Prompting: Which Gets Better Results in 2026
Zero-shot first, few-shot only when evals prove it helps. Decision guide for format, classification, reasoning models, example count, and when examples hurt.
2026-06-18
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
RTF Framework for Prompts: Role, Task, Format with Real Examples
The RTF prompt template (Role, Task, Format) explained with copy-paste examples for marketing, code, support, and research — plus when to extend it with context and constraints.
2026-06-13
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
Try PromptMake — free AI prompt generator
ChatGPT, Claude, Midjourney, FLUX, Sora and more. No sign-up required.