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Notes from the workshop

Field notes on building with AI from Guatemala. Some essays, some half-finished thoughts.

  1. 9 min read

    Meet Claude (and the era it opens)

    What Claude actually is, the three primitives every surface relies on (MCPs, Skills, Plugins), the four rooms it lives in (Chat, Code, Cowork, Design), and why the execution layer is collapsing into the model.

    claudeintroduction
  2. 6 min read

    Systems thinking is the bottleneck skill

    Execution is collapsing into the model. The skill that doesn't collapse: identifying the right bottleneck, predicting where it moves next, and designing the shape of work around it.

    systems-thinkingai
  3. 7 min read

    Agentic orchestration: the manager pattern that's reshaping B2B AI

    The most useful shift in AI right now isn't a smarter model. It's structure. Multi-agent orchestration gives teams a way to coordinate several AIs the way a manager coordinates a small team. Here's the honest map: patterns that work, costs that bite, and where LATAM operators have room to move.

    agentic-aiorchestration