Learning path
Learning AI as a Site Reliability Engineer
Site reliability engineers keep systems running while writing a lot along the way. This path shows how to use AI for incident updates, runbooks, alerts, and reviews without giving up your judgement.
Your path
First steps
- Step 1Answer the setup questionsYour job, tasks and AI, so everything fits.
- Step 2Connect your AI: get an expert co-worker for your jobAdd one link to the ChatGPT, Claude or Grok you already use. From then on your own AI knows your work as a site reliability engineer, and helps like an expert sitting next to you.
- Your daily brief, inside your AI. Just type "Good morning" for the AI news and tools that matter for site reliability engineers, picked from everything that came out yesterday.
- New ideas every day, each with the prompt to do it, plus a short lesson in the right order for your level.
- Nothing to install, nothing to learn. Connect once and keep working the way you do now. It stays up to date by itself.
- Step 3Give your AI the skills of a top site reliability engineerYour AI becomes a specialist in your job: it picks the right skill by itself, the moment you need it.
- 6,000+ ready-made skills, with the ones for site reliability engineers picked for you: reports, analysis, emails, planning and more, done the expert way.
- 4,000+ MCP services that link your AI to the apps you already use, like your calendar, email, CRM or spreadsheets, so it can look things up and get work done there too.
- Build your own apps without coding. Your AI builds tools for your business from 2,000+ step-by-step app plans, so you stop paying for apps you could own.
- Always the newest. New skills and services are added every week and arrive in your AI by themselves.
- Skills picked for site reliability engineers: incident commanderdevops incident responderengineering srepostmortem writingincident responderobservability designerengineering runbookincident runbook templates
Take the prompt courses
A short framework course to learn how to ask, then 8 lessons with ready-to-use prompts for site reliability engineers.
Start with this framework: how to talk to AI
Prompt framework course
Context Engineering and Structured Prompts
Context engineering helps you build structured prompts for SRE runbooks, like an agent that diagnoses a latency spike from logs and dashboards.
Then your prompt course for site reliability engineers
Prompt course
AI for Site Reliability Engineers (Prompt Course)
Watch the video courses or add them to your Favorites for later
91 video courses our AI picked for site reliability engineers, most useful first. Save the ones you want to watch later with the heart.
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Show all 91 video courses
Get certified, or add certifications to your Favorites
Every course ends in an exam and a certificate you can add to LinkedIn. Save the certifications you are aiming for with the heart.
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More certifications for site reliability engineersShow all 24 certifications
About this learning path
6 topicsAI Skills for Site Reliability Engineers
Site reliability work sits between building software and keeping it running. The job is part engineering, part judgement, and a great deal of clear writing when something goes wrong at an awkward hour.
This path shows you how to bring AI tools into that daily work. You will turn messy incident notes into updates people can act on, draft runbooks, quiet noisy alerts, and check designs before they reach production.
Why AI Matters For This Job
Reliability engineers carry two loads at once: the systems, and the explaining of the systems. Alerts, handoffs, postmortems, design reviews, and budget conversations all need writing, and most of it lands on you during a busy week.
AI is good at the first pass of that writing. It can take rough notes, log lines, or a half-formed idea and give you something to react to. Your judgement still decides what ships, but you start from a draft instead of a blank page.
What The Path Includes
The path opens with setup questions and a short guide to connecting your AI tool of choice. From there you get skills for the job inside your AI, so it understands your services, your on-call habits, and the way your team talks.
Then you work through the prompt course, which covers incident communication, runbooks, monitoring, logs, postmortems, capacity planning, design reviews, and incident preparedness. Alongside it you get video courses picked for reliability work, plus the certifications those courses lead to.
How It Saves You Time
The biggest wins are the repetitive parts. A status update that took twenty minutes becomes a two-minute review of a draft. A runbook you have been meaning to write for months gets a first version in one sitting.
Time saved on writing is time you can spend on the work only you can do: reading a strange graph, talking to a frustrated team, or deciding whether a change is safe to ship on a Friday.
How It Protects Your Career
Reliability roles are changing, and the people who thrive are the ones who can direct AI tools rather than compete with them. Knowing what to ask, what to check, and what to ignore is the skill that holds its value.
You also stay accountable in the right way. AI drafts, you decide. That keeps your name on the judgement and off the guesswork.
How To Start
Pick one task from your week, ideally the one you dread. Incident updates are a good first choice because the payoff shows up immediately and the risk is low.
Run one prompt, edit the result, and notice what the tool got wrong. That habit of checking is what makes the rest of the path feel natural.
Frequently asked questions
Do I need to be technical to get value from this?
You need to know your own systems, which you already do. The path assumes you are comfortable with the job, not with AI tools. Everything is explained in plain language and builds from simple first steps.Which AI tool should I use?
Any of the common assistants will work, including ChatGPT, Claude, and Gemini. The path shows you how to connect the one you have access to at work and how to set it up with useful context about your services.Will AI make reliability decisions for me?
No, and you should not want it to. It drafts updates, runbooks, queries, and postmortems. You review them, correct them, and decide what goes out. The accountability stays with you.How much time does the path take?
Most people move through it in short sittings between on-call weeks. You can start with a single lesson and come back when your schedule allows, since the lessons stand on their own.