AI PM Lab
not read yet
Use
- For
- Learners who want to understand how LLMs, embeddings, RAG and AI agents behave, through interactive lessons and challenges.
- Used for
- watch an agent loop call tools and re-read results
- compare prompting, retrieval and fine-tuning on the same jobs
- grade model outputs against labelled tickets to spot failures
- Has an MCP server (1 in the registry)public registry →
- Publishes llms.txt, a file written for AI assistantsaipmlab.io ↗
- MCP serverio.aipmlab/ai-pm-labverified in the MCP registry
- Stateanswers, 18 toolschecked 2026-10-27
- Address to connectaipmlab.io/api/mcp
- MCP docsaipmlab.io/lessons/tool-design-and-mcpthe vendor's page ↗
This card as JSON, for your agent →
Each line is something a program found when it went looking: the registry entry, the server's own answer, a spec that parses. A missing line means we did not find it, not that it does not exist.
Figure and bar: visits/mo, estimate · year: online since
- #1
Coddy
Teaches programming through short interactive lessons and challenges run in the browser, covering 30+ languages, with an AI tutor.
328kActive2022 - #2
Ripostiq.comMCP · open
Teaches a topic through applied project work, then has a stakeholder challenge your work, running as a connector inside your existing AI assistant.
1From $10/mo - #3
SagerBuddy
Offers interactive lessons and a sandbox where users train LoRA fine-tuned models, build RAG pipelines and AI coding agents.
257Active - #4
TAP CertifiedMCP · open
Issues on-chain stamps to AI agents that pass fresh, hidden-test exams in coding, wallet safety and injection resistance.
7From $1 per use - #5
thinqOSMCP · sign-in
Stores decisions, preferences and lessons across AI tools and agents, and feeds them back into later tasks.
5.1k installs/moActiveFrom $100/mo - #6
1000 Tools
Interactive platform teaching AI concepts through hands-on missions and real project building.
108 linking domainsMaintainedFrom $9.90/mo
Not it? Say what you need
betaThree tools from the Atlas for the job you describe, each with what fits and what does not.
No notes yet. What do you use AI PM Lab for?
Sign in to leave a noteWhat is AI PM Lab?
Interactive browser lessons where you run real language models and watch tokens, retrieval, agents and evaluations work. It is listed in the Atlas under Learning.
Who is AI PM Lab for?
Learners who want to understand how LLMs, embeddings, RAG and AI agents behave, through interactive lessons and challenges.
Do people use AI PM Lab?
Little sign of use.
What are alternatives to AI PM Lab?
In Learning, by use: Coddy, Ripostiq.com, SagerBuddy, TAP Certified, thinqOS, 1000 Tools.
How we read a tool
No votes, no reviews, no vendor claims. Every week a crawler reads each tool's own site and a few public registries, and the words on the card are bands over what it read.
- Use: visits to the site (estimated), installs from npm and PyPI, presence in Chrome's usage report.
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