Free guide

    The Context
    Engineering Guide

    Prompt engineering tells AI what to do. Context engineering tells AI who it is.

    New to Claude Code? Start with the free mini tutorial first.

    What's inside

    01
    Why prompt engineering fails at scale
    Prompts are stateless. Every session you start over. Learn why the mental model of 'telling AI what to do' hits a ceiling.
    02
    The 5 layers: CLAUDE.md → Memory → MCP → Skills → Hooks
    A complete architecture for AI that knows who it is, remembers across sessions, and takes action autonomously.
    03
    The 7 Context Engineering patterns
    From Progressive Disclosure to Deterministic Grounding — the proven patterns that make AI compound over time.
    04
    Progressive Disclosure Architecture
    How to structure context so AI gets exactly what it needs — no more, no less. The pattern behind 10x faster sessions.
    05
    How to audit your setup (teaser: Health Check MCP)
    Score your AI setup across 3 dimensions: Setup Quality, Usage Activity, and AI Fluency. 45 checks, ~459 points.
    Bonus: audit tool

    Audit your AI setup in 60 seconds

    The guide explains the theory. The Health Check MCP scores your actual setup across 3 dimensions — so you know exactly what to fix first.

    Setup Quality
    CLAUDE.md, memory, skills
    Usage Activity
    How much you actually use it
    AI Fluency
    Patterns and compounding
    $ npx @iwo-szapar/second-brain-health-check
    Already have a setup? Check your score first

    Get the free guide

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    • Complete guide
    • The 7 CE patterns explained
    • Health Check MCP audit tool

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    Who This Guide Is For

    • Knowledge workers using Claude Code daily who want to stop re-explaining context every session
    • People who've tried AI tools but aren't seeing compounding results — just the same effort every time
    • Anyone frustrated that their AI "forgets" between sessions and can't build on past work
    • People ready to move beyond prompts and build a system that gets smarter the longer you use it
    Iwo Szapar
    Your Guide

    Iwo Szapar

    "(A)I will help you work smarter, not harder."

    • •Co-founded the AI Maturity Index (acquired by ISG in 2026)
    • •Led training & change management projects at Microsoft, ING Bank, Walmart
    • •Advised Saudi Ministry of Communications on AI up-skilling
    • •Up-skilled 25,000+ professionals via Remote-how Academy

    Trusted By Teams At

    MicrosoftWalmartDeloitte

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    Ready to go deeper?

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