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Achievement: Pair Extraordinairex2Achievement: Pull Sharkx3Achievement: YOLOAchievement: Quickdraw

Achievements

Achievement: Pair Extraordinairex2Achievement: Pull Sharkx3Achievement: YOLOAchievement: Quickdraw

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MrJeffrey/README.md
Jeffrey Swanson Banner

My name's Jeff 👋

Most of my work is practical: real code, first principles, and working examples. I focus on helping technical PMs move beyond prompt engineering to understanding the architecture behind autonomous systems.

I'm currently publishing an open curriculum on Agentic AI from Scratch—complete modules with code you can clone, run, and learn from.

What I'm Building

  • AI Agent Fundamentals: interaction loops, system prompts, tool use, reasoning patterns
  • Ready-to-run modules: clone → install → run
  • RAG & Memory: context management, knowledge bases, retrieval patterns
  • Multi-agent systems: orchestration, planning, guardrails
  • Practical workshops: built for PMs who want to understand the tech, not just manage it

About Me

📍 Based in Seattle and Stockholm. I've worked in product and engineering roles at companies ranging from big tech to small startups. Currently helping secure the internet.

🌱 Likes: Agentic AI, home automation, books, espresso, and side projects that my agents are helping me finally finish.

Popular repositories Loading

  1. agentic-ai-from-scratch agentic-ai-from-scratch Public

    Learn to build AI agents from scratch: chat loops → tool use → ReAct reasoning → memory → RAG → multi-agent systems → autonomous agents

    Python 3

  2. system-design-primer system-design-primer Public

    Forked from donnemartin/system-design-primer

    Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.

    Python

  3. engineering-management engineering-management Public

    Forked from charlax/engineering-management

    A collection of inspiring resources related to engineering management and tech leadership

    Shell

  4. awesome-scalability awesome-scalability Public

    Forked from binhnguyennus/awesome-scalability

    The Patterns of Scalable, Reliable, and Performant Large-Scale Systems

  5. system-design system-design Public

    Forked from karanpratapsingh/system-design

    Learn how to design systems at scale and prepare for system design interviews

  6. handbook handbook Public

    Forked from basecamp/handbook

    Basecamp Employee Handbook