Learn · Build · Practice
Platform engineering, explained by doing.
Practical guides and step-by-step labs for cloud, Kubernetes, Linux and software engineering.
Read & reference
Latest guides
Nov 13, 2026 • 7 min read
AI Architecture & Tooling Selection
A framework for choosing between tooling and reasoning to build reliable AI systems.
Oct 27, 2026 • 7 min read
AI-Driven Development: From Prompts to Production
A battle-tested workflow for integrating AI coding assistants using documentation syncing, patch-based workflows, monotonic IDs, test isolation, structured commits, and semantic version tagging.
Oct 24, 2026 • 3 min read
Google Cloud Professional Data Engineer Exam: A Structured Guide
How to master data architecture, processing pipelines, storage selection, and operational automation for the GCP Professional Data Engineer certification.
Notes & observations
Latest posts
Nov 13, 2026 • 4 min read
Accessing a Local Ollama Host via SSH Tunnel
How to securely access a local Ollama LLM host across your LAN using SSH local port forwarding.
Oct 14, 2026 • 2 min read
Host a static website (gcloud)
Host a Static website in Google Cloud Storage (gcloud)
Apr 09, 2026 • 2 min read
Bash Command Substitution
How to use Command Substitution to read directly from files.