Labwrights

Labwrights for teams

Level up your engineers on production AI

Your team learns by building real systems, the way they'll build them at work: an AI agent with approvals and its own MCP server, a RAG pipeline with evaluation and monitoring, all on Azure and verified before it ships. Buy for the whole team, or ask us for a package built around your stack and your problems.

What we offer

Three ways to work with us

Packages for your whole team

Every engineer gets their own copy of a package: the labs, the handbook, the capstone and a year of updates. One order and one proper invoice, through Polar, our merchant of record.

Custom packages and topics

A package built around your stack, your systems, or a topic we don't cover yet, written and verified to the same standard as every Labwrights package. Tell us what your team needs to build.

Support for your engineers

When someone is stuck on a lab, they email us with the lab, the step and the output they got. Fixes ship to everyone through each package's public changelog.

Why teams use hands-on labs

Watching someone else build a system teaches less than building it yourself. Every package has your engineers write the code, hit the failures real systems hit, and fix them, on their own Azure, for a few dollars each.

  • Every command verified on live Azure before release
  • The parts demos skip: evaluation, monitoring, security, cost
  • Self-paced, so it fits around real work
  • A capstone graded offline, so you can see who finished
  • Keyless sign-in everywhere: nothing your security team will object to
  • Try the style first with the free PR reviewer

Questions

How do we buy for several engineers?

Email support@labwrights.io with the package and how many people. We'll set up the order and the invoice, and each engineer gets their own repository invite.

Can you build a package on our topic?

Tell us what your team needs to build, on which stack, and by when. We'll reply with what a package would cover and how long it would take. Email support@labwrights.io.

Do our engineers need anything special?

Python basics, a terminal, and an Azure subscription each, or one your company provides. Each package states its Azure cost up front, usually a few dollars per person.

Is there a certificate?

No. What your engineers get is the skill and a working system they built and can explain. We don't promise employment or career outcomes; see the terms.