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#prompt-engineering

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Turning prompt engineering into an actual discipline

The earliest version of my video pipeline needed a hand-written script for every episode. I automated that with a local LLM, then a hosted one, and quickly learned that "call an LLM to write the scrip

1 dharmeshjoshi.hashnode.dev

TechTIQ Inc1d ago · 4 min read

RAG vs Fine-Tuning vs Prompt Engineering: Choosing the Right Approach

Teams building with large language models usually ask the same question in the first week: should we prompt it better, give it our documents (RAG), or fine-tune it? Each approach solves a different pr

techtiqinc.hashnode.dev

Callirra2d ago · 6 min read

An AI video prompt pre-flight checklist: 12 checks before you spend a generation

Quick answer: Most wasted generations come from four decisions made before the model reads the prompt: an unclear subject/action split, reference media that fights the native aspect ratio, a duration

4 callirra.hashnode.dev

jaberadam20012d ago · 11 min read

Expert Personas in Prompts: What They Change and What They Don't

Try this before you read anything else. In a repo that ships an LLM feature, run: grep -rniE "you are (a|an) " --include="*.py" --include="*.ts" --include="*.txt" --include="*.md" --include="*.yaml" .

simplyexplained.hashnode.dev

Asit Upadhyay2d ago · 7 min read

How to Build a Shared AI Prompt Library for a Small Team

Once a team starts using AI assistants regularly, a pattern appears. One person discovers a prompt that produces a great customer email draft. Another has a reliable way to summarize meeting notes. A

asitupadhyay.hashnode.dev

Pugoing3d ago · 4 min read

Anatomy of a Prompt That Keeps Your Face in a Halloween Costume Edit

Every reference-photo costume edit I've seen fail, fails the same way: the costume is great and the face belongs to a stranger. Most of that is prompt structure, not model luck. While reading how Hall

halloweenainotes.hashnode.dev

Rohan Tech official3d ago · 5 min read

Write Better ChatGPT Prompts: A Practical Guide That Actually Works

Most weak replies from ChatGPT start before the model ever answers. They start in the request. When an instruction is vague, the tool has to guess what you meant, and a guess will usually sound generi

1 rohantechofficial.hashnode.dev

Kling4 AI4d ago · 6 min read

Linting image prompts before you paste them: a small Python check for Seedream 5.0 Pro and 5.0 Lite settings

Most failed image prompts are not bad ideas. They are a missing light direction, a ratio the tool does not offer, an image edit that never says what must stay the same, or a prompt that quietly outgre

ai-image-lab.hashnode.dev

arian rakibul4d ago · 12 min read

Funny AI Video Ideas: Debug Short Animations With a Prompt Log

When debugging funny AI video prompts or image-to-video dancing prompts, treat every generated clip as a reproducible experiment rather than a lucky render. A character that changes shape mid-dance, a

httpsariantechinsightshashnodedev.hashnode.dev

PromptAlo5d ago · 2 min read

One prompt, one task: when to split a saved prompt in two

Saved prompts tend to grow sideways. A prompt that drafts replies to support emails picks up a line asking it to rate the email's urgency. Then another asking it to suggest a help-centre article. Each

2 promptalo.hashnode.dev

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