A comprehensive tech career guide for everyone — from first-time learners to veterans leveling up.
AI has changed the game: junior tech roles are vanishing, but there's never been a better time to become a senior-level technologist. Whether you're transitioning careers, accelerating growth, or building as a founder, this Boost shows you what to learn, why it matters, and how to learn it with AI as your partner.
Start here: Beginner Track
You'll go from "should I even try tech?" to building as a technologist at mid-level immediately. No stepping stone junior roles anymore — you need depth from day one. This track covers:
- Know yourself (saves you hundreds of thousands in wasted education)
- Set up your lab (Git, GitHub, terminal, Copilot)
- Build core skills (fundamentals + AI tools)
- Work like a technologist (as a founder or solo operator)
- Doctor-level expertise (MCP, agents, advanced patterns)
Time commitment: 1 hour/day for 90–120 days to reach job-ready.
Requirements: Laptop, GitHub Copilot subscription ($10/month), discipline.
Jump here: Advanced Track
MCP servers, multi-agent orchestration, git worktrees, advanced CI/CD patterns, and cutting-edge practices. For mid-career developers, veterans, and engineers staying current with agentic AI.
Search: Definitions and terminology — quick reference for key terms (hotlinkable throughout the Boost).
Resources: Shared resources — tools, infrastructure, community, and contribution guides.
Becoming a technologist used to have rungs: junior → mid → senior. AI has collapsed those rungs. You now go from learning directly to contributing at mid-level. That means:
- No junior roles to coast through and build bad habits
- Depth required immediately — you must understand yourself, your craft, and how to work with AI from day one
- Higher pay, faster — companies pay senior-level salaries because they expect mid-level work immediately
- Freedom to operate — work remote as a digital nomad, start a side project, or build solo
This Boost exists to compress that learning curve and teach you the right skills in the right order.
- Terminal velocity and how to move fast in development
- Git and GitHub as your version control backbone
- Building with AI partners (GitHub Copilot, Claude, etc.)
- Agentic systems (MCP, agents, multi-step workflows)
- Shipping projects that others can review and that recruiters/clients will see
- Operating like a founder, whether hired or not
- Get a computer — Mac or Windows (Linux not required)
- Get Copilot — GitHub Copilot subscription ($10/month)
- Choose your track — Beginner or Advanced
- Plan an hour a day — consistency matters more than intensity
- Open an issue on GitHub with questions or suggestions
- Join the discussion group (link in GitHub repo)
- Share your progress — this is a public portfolio
Updated yearly as the tech industry evolves. Built with AI-assisted learning principles. Open source and free.
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