Understand AI and judge an answer
Get a clear picture of what AI does, then learn to check an answer and compare two setups.
See the reading orderLearn how
systems work.
Start with AI or Linux. Build a small project, test what it does and learn to investigate when it fails.
A few good reads, in a useful order
Start with your question.
New to AI, ready to build, or already operating systems? Choose a short tour. Open any step directly; nothing is locked behind an account.
Build a document assistant you can inspect
Trace context, retrieval and evidence, then build a local keyword-search baseline with a manual handoff to a model.
See the reading orderOperate an AI agent beyond the demo
Follow a proposed action through authorization, interrupted execution and an independent evaluation.
See the reading orderTwo ways in.
Follow a complete sequence of lessons, with examples and exercises that build toward a working project.
01
The model
Learning path 01
AI basics
Follow a request through a model. Learn to test its answers, give it useful context and decide when to trust the result.
Open the AI syllabus10 of 10 lessons available
The projectBuild a small document assistant.
02
The machine
Learning path 02
Linux basics
Follow the files, processes and connections that make a service work. Build one, break it in a safe lab and learn how to investigate.
Open the Linux syllabus13 of 13 lessons available
The projectBuild and troubleshoot a Linux service.
A page from the AI path
The answer sounds right.
Is it supported?
That is a different question. Try this short exercise: read the service note, make your call and check the explanation.
Inside a lessonAI basics
A small example. A useful distinction.
The health check passes.
Have the receipts arrived?
Fictional service note
The health check tests the web process. A separate worker sends receipts. No delivery result is included.
What can you conclude from this note?
Choose an answer to see the explanation.
Understand the idea. Check it against the evidence.
Further into the field.
Explore three more paths.
Every lesson is ready to read.
SRE fundamentals
Choose what reliable means for a service, then decide what to improve.
Incident management
Coordinate the people, decisions and communication during a disruption.
Observability
Turn a question about a system into an investigation.