Blog
Tips, tutorials, and insights on prompt engineering for ChatGPT, Claude, Gemini, and more.
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10 tips for writing video prompts that actually follow your intent
A practical, model-agnostic way to prompt text-to-video so you get controllable shots, consistent subjects, and fewer rerolls.
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How to Prompt Nano Banana (Gemini 3 Pro Image): The Few Patterns That Actually Matter
A practical way to prompt Nano Banana for image generation and editing-without cargo-culting camera specs or fighting the model.
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How to Prompt the Best Way (Without Turning It Into a Weird Ritual)
A practical, evidence-backed way to write prompts that ship: clear goals, strong context, tight output contracts, and an iterative loop.
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What Is a Prompt? The Input That Turns an LLM Into a Tool
A practical definition of "prompt" for developers-plus what actually belongs in one, why it works, and how to write prompts that don't fall apart.
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How to Generate Images in 2026: Prompting Like a System, Not a Poet
In 2026, great image generation is about constraints, iterative edits, and tool choice-not vibes. Here's a practical workflow and prompts.
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The Latest LLM Prompt Updates (Early 2026): What Changed, Why It Matters, and How I'd Update My Prompts
Early-2026 prompt changes aren't about clever phrasing-they're about evaluation loops, structured outputs, and surviving model upgrades without prompt drift.
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How Prompts Changed in 2026: From Clever Wording to Testable Systems
In 2026, prompting stopped being copy-paste poetry and became an engineering discipline: evals, security boundaries, and prompt-as-code.
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ChatGPT prompt for photo editing: the only template I use (and why it works)
A practical, developer-friendly prompt template for editing real photos with ChatGPT-plus examples for retouching, background swaps, and product shots.
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How ChatGPT Works (Without the Hand-Wavy Magic)
A practical, engineer-friendly tour of what's under the hood: tokens, transformers, attention, decoding, and why alignment changes what you see.
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Keeping Context in a Prompt: The 3-Layer Pattern That Stops Long Chats From Derailing
A practical way to preserve context in prompts using a stable brief, rolling memory, and focused task blocks-without blowing your token budget.
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How to Keep Context in a Prompt (Without Writing a Novel)
A practical, system-level approach to preserving context: pin what matters, summarize what doesn't, and route memory on purpose.
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How to Write Prompts for Claude 4.5: A Practical Playbook for Getting Reliable Outputs
A developer-friendly guide to prompting Claude 4.5 with structure, guardrails, and iteration loops that actually hold up in real work.