Evaluate & Elevate your AI skills
Practice building reliable AI systems
Craft prompts, build tool calling flows with the OpenAI SDK, configure RAG pipelines and orchestrate agents with LangChain. Hidden test cases, objective scoring, and leaderboards — level up through real-world AI tasks.
About Why AI skills need real evaluation
Outcomes, not vibes
Your solutions are scored against hidden test sets with multiple runs. We penalize verbosity, hallucinations, and inefficiency - so only real engineering wins.
From prompts to production code
Start by crafting prompts, then advance to writing real code with the OpenAI SDK and LangChain — binding tools, configuring RAG pipelines, and orchestrating agents.
A real hiring signal
Companies don't know how to assess AI skills today. Your LLMQuests rank becomes a credible, objective measure of your ability to build reliable AI systems.
Features Everything you need to level up
Hidden test cases
Your solution is evaluated against test cases you never see. Multiple runs ensure consistency - no lucky one-offs.
OpenAI SDK & LangChain
Prompt engineering challenges are pure prompts. For tool calling, RAG, and agents — write real code with the OpenAI SDK and LangChain.
Global leaderboards
Compete per skill and per challenge. Climb the ranks, earn your position, and prove your AI engineering abilities.
Submit & get scored
Write your solution, submit it, and get instant, objective scores. See exactly where you stand with detailed breakdowns.
How it works Pick a skill, solve challenges, climb the ranks
Choose a skill
Pick a skill — prompt engineering, tool calling, RAG, or agent design. Each skill has a structured set of challenges that test real-world ability.
Solve the challenge
Write a prompt, or write code with the OpenAI SDK and LangChain — depending on the skill. Each challenge mirrors what you'd build in production.
Submit & get scored
Your solution runs against hidden test cases across multiple runs. Scoring penalizes hallucinations, verbosity, and inefficiency.
Iterate & climb
Refine your approach, resubmit, and watch your rank rise on the leaderboard. Progress from single prompts to multi-step agent design.
Progression From single prompts to agent design
Skill: Tool Calling · OpenAI SDK
Task: Bind & invoke the correct tool for 20 inputs
→ Score: 94/100 · Rank #12 · 18/20 test cases
passed
Challenges evolve with the AI ecosystem. Start with prompt crafting, then progress to writing production code with the OpenAI SDK and LangChain.
- Level 1: Single prompt tasks
- Level 2: Prompt + few-shot examples
- Level 3: Tool calling with the OpenAI SDK
- Level 4: RAG pipelines with LangChain
- Level 5: Multi-step agent orchestration
Get early access to LLMQuests
We're building the training and evaluation platform for reliable AI systems. The product is still in development - leave your email to be among the first to try it.
Free to start. No credit card required.
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