learning-log Jun 28, 2026 updated Jun 28, 2026

Week 1: Backend Infrastructure Ramp

A first weekly learning log for backend, deployment, security, observability, and AI infrastructure readiness.

#learning-log #backend #infrastructure #systems
Status
published
Visibility
public
Category
Learning Log
Difficulty
beginner
Published
Jun 28, 2026
Updated
Jun 28, 2026

Focus

This week is about turning broad infrastructure experience into a sharper role-specific map:

  • FastAPI production service shape.
  • Cloudflare Pages deployment workflow.
  • AI API reliability patterns.
  • GPU inference vocabulary.
  • Secrets, IAM, RBAC, and observability basics.

Notes

The useful pattern is not to memorize every provider setting. The useful pattern is to know what questions to ask before a service becomes production-critical:

  • What owns the secret?
  • What happens when an external model API slows down?
  • What is the fastest safe rollback?
  • Which logs would explain a failed request?
  • Which costs scale with traffic, retries, or media size?

Small Wins

  • Created the initial knowledge base structure.
  • Added role relevance to every note.
  • Added a public/private publishing policy.

Next

  • Write GCP for Backend Engineers.
  • Draft RunPod GPU Inference Notes.
  • Convert this log into a reusable weekly template.

Source Links

Related Notes

Cheat Sheets Jun 28, 2026 intermediate

FastAPI Production Checklist

A compact checklist for taking a FastAPI service from useful prototype to production-ready backend.

Backlinks