Learning path
AI for prompt engineers
Be the AI expert in your job. Always up to date.
Your first AI Expert certificate this week. Your AI set up in 15 minutes.
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Picked by our course-matching AI for prompt engineers, your level and your AI, from 700+ courses. Each course ends in a short exam and an AI Expert certificate. New courses arrive every week and your suggestions update with them. Your choices are kept in this browser until you join.
For members: your personal setup prompt, with your sign-in built in. Here's what's inside.
What the setup does
- Connects your AI to your AI Coach: ChatGPT, Claude, Cowork, Microsoft Copilot and more
- Asks you a few questions about your work and saves your profile
- Gives your AI the skills, prompts and tools for prompt engineers
- Writes your personal instructions and gives you today's first suggestion
What your AI gets: the prompt engineer AI kit
See everything in your prompt engineer AI kit: log in or sign up first → · Start for Free
Like "Explain Prompt Behavior To Developers"
A new idea from your AI Coach every day
Turn your own reusable prompt templates into ready-made prompts your AI can pick up and use.
From 4,600+ connections, after a short interview about the apps you use
Raise a prompt's output consistency to the agreed target without lowering quality
From 3,900+ AI agents: hand a whole task to AI
Reduce prompt release risk while keeping evaluation evidence and production traces in one owned workspace.
From 2,400+ apps you can build, with step-by-step prompts
Not connected? The same suggestions wait for you on your dashboard under Today, with prompts to copy into any AI.
All the courses, certifications, AI tools, connections and apps for prompt engineers, most relevant first. Tap the heart on anything to save it for later.
All prompt courses for prompt engineers
How to talk to AI, then 9 lessons with ready-to-use prompts for prompt engineers.
- 1Prompt Drafting Basics3 prompts
- 2Refining Prompt Wording3 prompts
- 3Generating Prompt Variations3 prompts
- 4Testing Prompt Responses3 prompts
- 5Edge Cases And Robustness3 prompts
- 6Evaluating Output Quality3 prompts
- 7Documenting Prompt Guidelines2 prompts
- 8Optimizing Output Consistency2 prompts
- 9Collaborating With Developers2 prompts
All video courses for prompt engineers
110 video courses our AI picked for prompt engineers, most useful first. Tap the heart to save one for later.
Favorites are saved to your account: sign in or get your AI kit first.
All certifications for prompt engineers
Every course ends in a short exam and an AI Expert certificate you can add to LinkedIn. Tap the heart to save the ones you're aiming for.
Favorites are saved to your account: sign in or get your AI kit first.
More certifications for prompt engineersAll AI tools for prompt engineers
24 AI tools our AI matched to the work of prompt engineers, best fit first. Each review shows what it does, its alternatives and the jobs it suits.
Favorites are saved to your account: sign in or get your AI kit first.
All connections for prompt engineers
Connections let ChatGPT, Claude or Copilot look things up and get work done in other apps, like your email, calendar or bookkeeping software. These 12 fit the work of prompt engineers best, well-known apps first.
Langfuse Prompts MCP server
by langfuseLets your AI look up and fill in your Langfuse prompts right inside the chat.
Promethic MCP server
by soulware-studioYour AI can save, version and improve your prompts, and switch models and settings for each one.
Developer toolsNo install
Cloudflare Workers AI MCP server
by puspoadityaLets your AI run chat, text embeddings and image generation through Cloudflare's AI service.
OpenAI MCP server
by mzxraiAsk Claude to send a question to OpenAI models like gpt-4o or o1 and bring the answer back.
AgentBase MCP server
by AgentBase1Let your AI search and fetch ready-made instruction files from the AgentBase registry.
System Prompts MCP server
by JamesANZLets your AI look up and use the system prompts behind tools like Cursor, Devin, and Claude.
Opik MCP server
by comet-mlAsk your AI about your Opik traces, scores and prompts, and let it log results for you.
Developer toolsAnalytics Official
Outsource MCP server
by gwbischofLet your AI ask other AI models to write text or make images for you.
Claude Prompts MCP server
by minipuftSave your best prompts once and reuse them, with checks and step-by-step chains your AI follows.
AIStorageDepot MCP server
by AIStorageDepotLet your AI search your shared team library of prompts, rules, skills and docs, and use them as slash commands.
Gemini Bridge MCP server
by jaspertvdmLets your AI assistant ask Google's Gemini models questions and get answers back in the same chat.
MCP Prompt Engine
by vasayxtxTurn your own reusable prompt templates into ready-made prompts your AI can pick up and use.
Developer toolsNo installAll apps you can build for prompt engineers
Apps you build yourself with your own AI, no coding needed and no monthly fee. Our AI picked the 12 that fit the work of prompt engineers.
Prompt lifecycle and LLM evaluation workbench
Reduce prompt release risk while keeping evaluation evidence and production traces in one owned workspace.
Prompt lifecycle testing and deployment workbench
Reduce prompt regression risk and manual comparison work while keeping one owned record of every prompt version and test result.
Prompt lifecycle workbench for AI teams
Reduce prompt revision cycles while keeping a reviewable record of what changed and why.
Custom AI assistant directory and build console
Reduce the number of rented tools while keeping one searchable, owned library of custom assistants.
Source-linked language model workbench
Reduce tool sprawl and review effort while keeping prompts, context and data under the buyer's control.
Multi-model answer fusion and review workspace
Reduce manual reconciliation while keeping a reviewable record of how the final answer was formed.
Source-linked AI application build and operations console
Reduce tool sprawl and traceability gaps while keeping the team's own workflow.
Source-linked data preparation and assistant console
Reduce tool sprawl and manual data preparation while keeping source content under the buyer's control.
Managed custom model fine-tuning and deployment workspace
Reduce the engineering effort to reach a deployed, evaluated custom model.
Searchable prompt library and reuse console
Reduce prompt hunting and retyping while keeping one reviewed source of truth.
AI model and agent performance operations workbench
Reduce the time from detected AI failure to reviewed, deployed improvement.
AI model test and monitoring workbench
Reduce release risk while keeping a defensible test record.
About this learning path
6 topicsAI skills for prompt engineers, step by step
Prompt engineers already spend their days shaping instructions and checking how models reply. This path shows where AI can help with that work while you keep your judgment in charge.
You will start with setup questions, connect the AI tools you use, practice the prompt course below, and watch short video lessons chosen for prompt engineers. Certifications from those video courses are included so you can show what you learned.
Why AI matters now
AI models are part of everyday product work. Teams need people who can write clear prompts, test them, and explain what works. Prompt engineers who use AI well can handle more variations and spot problems sooner.
What the path includes
You begin with a few setup questions about your tools and the work you do. Then you connect your AI assistant to a safe workspace and learn the skills that fit prompt engineering inside that tool.
The path also includes this prompt course, video courses chosen for prompt engineers, and the certifications that come with those courses.
How it saves time
Drafting prompts, making variations, and writing notes can fill a day. The path teaches you to reuse templates, compare outputs quickly, and keep a record of what changed. That leaves more time for talking with developers and users about what the model should do.
How it protects career
As AI takes on more first drafts, prompt engineers need to show taste, safety, and clear thinking. This path helps you document your decisions, test edge cases, and explain results to both technical and non-technical teammates. Those habits make your work easier to trust and harder to replace.
How to start
Answer the setup questions and connect one AI tool you already use. Then take the prompt course in order, trying each lesson on a real prompt from your week. When you finish a video course, save the certification with your notes and examples.
Frequently asked questions
Do I need to be technical?
No. The path uses plain language and starts with the tools you already have. If you can write instructions for a coworker, you can learn these prompts.Which AI tools will I use?
You can use ChatGPT, Claude, Gemini, or another assistant your team allows. The lessons focus on the habits of good prompting, not one specific product.How long does the path take?
You can move through it in short sessions over a few weeks. You can pause and return whenever your workday allows.Will this replace my prompt engineering skills?
No. It helps you draft, test, and document faster while you keep final judgment. Your understanding of users and product goals still matters most.
At a glance
What you get
- 3 step setup process
- Relevant courses for your job (700+ available)
- A certificate per course
- AI Coach
- 15-minute AI setup in ChatGPT, Claude, Copilot and more