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Elevate Your Prompting Game for 2025 with PromptLab

PromptLab is a free, 3-day live course on prompt engineering and management, designed to prepare you and your team for 2025.
Hands-on sessions covering reasoning models, AI agents, managing prompts, and strategies to get better outputs from LLMs—and earn your official PromptLab badge.

Sign up for PromptLab (free)

Prompt management is new, but it doesn’t have to be hard. We’ll teach you the basics. By the end you’ll deploy an A.I. powered app, seriously. No coding required.

Who PromptLab is for

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Are you a founder or developer building prompts into production?

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Want to help your team and company better adopt AI through a centralized prompt library?

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Curious how to build AI agents that perform reliably and don’t stall out in repetitive loops?

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Feel like you just don't have the "magic words" to get better outputs from LLMs?

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Want to get a grip on prompt engineering the right way — without getting lost in jargon and without compromising on quality?

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Worried about hallucinations and prompt injections wreaking havoc in production?

What you'll learn

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Prompt engineering in 2025

We'll focus on what's important today. This includes key principles and how to best use LLMs to help write and refine prompts

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Writing prompts for agents

Learn how to write effective agent prompts by balancing memory, tools, and planning—with examples from AI agents like Bolt and Cline

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Reasoning versus non-reasoning

Reasoning models have with their own set of best practices compared to non-reasoning models. We'll share guidance on how they differ, and when you should use one versus the other

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Building and managing a prompt library

Create a shared repository of prompts for your team, streamline collaboration, and ensure everyone has access to proven best practices

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Keeping your AI safe

Discover the vulnerabilities of prompt-based systems through real-world hacking scenarios, and develop defenses to keep your outputs secure

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What model should I use?

What model you use plays a big role in costs and quality. We’ll look at models from the largest providers to ensure you aren’t hamstringing performance or overpaying

Earn a PromptLab badge and show your skills

A badge for PromptLab

Show off your new prompt engineering skills with our exclusive PromptLab Badge. Whether you’re leveling up your personal brand or rallying your team, this badge proves you’re at the forefront of prompt engineering and AI.

How to earn you badge

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    Register for PromptLab
  • green checkmark with light green background
    Attend at least one of the sessions
  • green checkmark with light green background
    Create a prompt library with prompts from the sessions

Once earned, your badge appears on your PromptHub profile—ready to share with the world.

Agenda

Day 1: Intro and foundations

  • A brief intro to prompt engineering in 2025 - does it even matter?
  • Fundamentals: Few-shot prompting, chain-of-thought, and how to prompt reasoning models
  • Meta-prompting: How to best use LLMs to generate and refine prompts for you

Day 2: Building your prompt toolkit: Libraries, models, & security

  • How to build (and maintain) a prompt library for you and your team
  • What model should you use? A framework for choosing the right model for the right use case
  • Security: Prompt hacking methods and defenses
  • Prompt hacking competition (winner gets a prize)

Day 3: Prompting for AI agents and deploying to production

  • Developer tools for prompt engineering: Test cases, evals, prompt versioning and deployment
  • How to write effective prompts for AI agents
  • Combating hallucinations and LLM reliability
  • Wrap up + Q&A

The details

💸 Did we mention it's free?
⏰ 45 minutes a day, three days in a row
📅 March 18-20, 11:00am - 11:45am EST

Who's running the lab?

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Dan Cleary
Co-Founder - PromptHub

Hi there! I'm Dan from PromptHub. I've written every word on our blog—over 100,000 words and counting— spent countless hours helping teams with prompt engineering, and co-organized the first conference focused on prompt engineering. I hope to see you in the lab!

Sign up to receive the recordings!

If you can't make any of the days, that is no problem. If you register you will get all the recordings right away.

Sign up for PromptLab (free)