Prompt Engineering

AI Image Prompt Guide: How to Write Prompts That Actually Work

The difference between a mediocre and exceptional AI image comes down to prompt structure. This guide covers style modifiers, camera terms, lighting, composition, and model-specific syntax for DALL-E, Midjourney, and Flux.

Travis Johnson

Travis Johnson

March 12, 2026 · 12 min

Prompt Engineering

Why Your AI Responses Are Inconsistent (And How to Fix It)

Temperature, top-p sampling, and prompt sensitivity cause AI outputs to vary significantly between runs. Understanding these parameters — and how to control them — makes your AI workflows dramatically more reliable.

Travis Johnson

Travis Johnson

November 24, 2025 · 9 min

Prompt Engineering

The Best System Prompts for Common AI Use Cases

A curated library of proven system prompts for writing, coding, research, customer service, analysis, and more — tested across GPT-4o, Claude, and Gemini with measurable quality improvements.

Travis Johnson

Travis Johnson

November 16, 2025 · 11 min

Prompt Engineering

How to Write Prompts for Reasoning Models (o3, Gemini Thinking, Claude Extended)

Reasoning models respond differently to prompts than standard models — vague questions waste expensive thinking tokens. This guide shows you how to frame problems to get the most out of extended reasoning.

Travis Johnson

Travis Johnson

November 8, 2025 · 10 min

Prompt Engineering

Model-Specific Prompting: How to Get the Best Results from Claude, GPT, and Gemini

Each major AI model has quirks, preferences, and response patterns that differ from the others. These model-specific prompting techniques — with before/after examples — get significantly better outputs from each.

Travis Johnson

Travis Johnson

October 31, 2025 · 12 min

Prompt Engineering

Prompt Engineering Fundamentals: A Practical Guide for 2025

The prompts that worked in 2023 are different from what works today. This guide covers the core techniques — role prompting, chain-of-thought, few-shot examples, and more — with examples tested across 10+ models.

Travis Johnson

Travis Johnson

April 1, 2025 · 15 min

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