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Start Here

Welcome! This is the code for Python for DevOps + Agentic AI. Here's how to get the most out of it.

How the course runs

It's hybrid — recorded modules you go through at your own pace, plus a live weekend where we build the bigger pieces together.

  • Recorded (self-paced): foundations, APIs & JSON, file handling & logs, OOP, CLI tools, and the full AI-agent build. Watch these anytime and do the Practice.
  • Live sessions: we live-code AWS automation and the FastAPI service, demo the AI agent, and assemble the capstone — then take your questions. Live recordings are added to the LMS afterward, so nothing is missed.

Check the course platform for your cohort's live dates and joining link.

Before the live weekend

  1. Finish SETUP.md so your machine is ready.
  2. Watch and try the recorded modules 01–05 and 08.
  3. Bring questions — the live sessions are the place to get unstuck.

The path

Go in order; each module has a short README with the code and a Practice section.

  1. 01-python-foundations — variables, control flow, functions, a system health script
  2. 02-apis-and-json — requests, JSON, collections, file I/O
  3. 03-file-handling-and-logs — read logs, count levels, write a summary
  4. 04-object-oriented-python — the same analyzer as a class
  5. 05-cli-tools-argparse — turn it into a real CLI tool
  6. 06-aws-automation-boto3 — read AWS with Boto3 (+ CDK intro) — live
  7. 07-apis-with-fastapi — a DevOps API with FastAPI — live
  8. 08-ai-agents-for-devops — a local LangGraph + Ollama log agent

Then capstone/ to tie it together, and guides/ for design thinking, the DevOps mindset, and explaining your work in interviews.

How to actually learn this

  • Don't binge. Watch a module, then do its Practice before moving on.
  • Type the code yourself — don't just read it.
  • Break things on purpose and fix them. That's the job.

Happy learning — TrainWithShubham.