/ PRESENTATIONS · DECKS

Presentations

Decks from talks, workshops, and client sessions on AI, cloud, and engineering.
    • MCP
    • Model Context Protocol
    • AI agents
    • AI engineering
    • context engineering

    MCP: Connect Less, Ship More

    How the Model Context Protocol lets an AI model use your tools, data, and prompts, and why every capability you connect is paid for in context and tokens.

    Rafał Nagrodzki
    • Astro
    • frontend
    • web architecture
    • performance
    • AI era

    Astro: The New Frontend King in the AI Era

    A sharp, sourced case that the SPA-by-default era is ending and Astro's zero-JS, build-time-content model is the better default for the web we build now.

    Rafał Nagrodzki
    • AI ROI
    • AI adoption
    • engineering leadership

    Burning Tokens, Not Value

    Why measuring AI activity instead of outcomes lets cost pile up with no return, and how sky4me ties every AI dollar to a shipped workflow.

    Rafał Nagrodzki
    • AI costs
    • LLM
    • cost optimization
    • prompt caching

    The Cost of AI

    Two ways to pay for AI, subscriptions versus tokens, and the techniques that cut the token bill, each with its catch.

    Rafał Nagrodzki
    • LLM
    • context window
    • AI engineering
    • context engineering

    The LLM Context Window

    A technical walk through how the context window works, what happens when you overflow it, and how compaction keeps agents reliable.

    Rafał Nagrodzki