The Virtual Machinist's Lessons
Technical lessons from the Founder's continuing education.
The lesson library covers cloud engineering, AI/ML engineering, crypto and blockchain fundamentals, and quant studies. Topics include cert prep for Kubernetes, Terraform, AWS, and Google Cloud, alongside polyglot development across Python, Rust, Go, and the web stack (JavaScript, TypeScript, HTML).
Each lesson is authored at production speed alongside the work itself: the patterns that hold under load, the failure modes that surface at scale, and the discipline that keeps a production system running.
Operations
Synthesis lessons covering production engineering across four pair domains. Cognition (AI/ML), Trust (Security/Data), Adversarial Markets (Quant/Crypto), and Chain (Block/Crypto), plus pure DevOps.
Development
Language-keyed lessons in Python, Go, Rust, and the web stack. Each Dev lesson pairs with an Ops lesson and demonstrates the same concept through the language's own idioms, type system, and runtime.
Cert Prep
Study notes and worked questions for AWS (SAP / DOP / AIP), Google Cloud (GenAI Engineer / Pro ML), CNCF (CKA / CKS), HashiCorp (Terraform Associate / Professional), GitHub (GH-600), and Interchain Foundation Dev.
The lesson library is opening. New lessons publish daily, paired with the work that produces them.