Roadmaps
Structured paths to take you from zero to portfolio-ready.
AI Fundamentals
Turn scattered curiosity into working AI knowledge. Build a cross-linked knowledge base with Claude Code and Obsidian, then run your day from it.
Cloud Engineer
Go from zero to deploying production-grade infrastructure on AWS. Every project builds on the last.
Generative AI Developer
Build real generative AI apps from image generation to LLM pipelines.
Backend Engineer
Design and ship the systems that sit behind real products.
DevSecOps
Bake security into the pipeline instead of bolting it on after the fact.
Data Engineer
Move data reliably at scale: pipelines, warehouses, streaming.
Go Programming
Learn Go by shipping real tools and services — concurrency, modules, and production patterns.
React & Frontend
Build modern, accessible, production-grade frontends.
Mobile Engineering
Build and ship real mobile apps: offline-first data, native APIs, and app store releases.
Docker
Package, run, and ship containerized applications.
Terraform
Define infrastructure as code you can review, version, and reuse.
Kubernetes
Deploy, scale, and debug real workloads on Kubernetes.
AWS Lambda
Build event-driven, serverless systems on Lambda.
Git & GitHub
Branch, review, and automate like a team that ships daily.
PostgreSQL
Go past basic CRUD into indexing, transactions, and migrations that survive production.
Linux & Shell
Get fluent at the terminal: processes, scripting, and the commands you reach for under pressure.
Cryptography
Understand the primitives that secure everything else.
Penetration Testing
Think like an attacker, document like a professional.
Threat Modeling
Find the weak points before an attacker does — with a repeatable process.
API Design
Design APIs people actually enjoy integrating with.
System Design
Practice the designs that show up in real interviews and real outages.
CI/CD Pipelines
Build pipelines that catch problems early and ship safely.
Auth & Identity
Implement the auth flows that show up in nearly every real product.
Observability
Know what your system is doing before a user has to tell you.
Networking Basics
Build the mental model behind every 'it works on my machine'.
Binary & Encoding
Get comfortable with how data is actually represented: bits, encodings, and serialization.