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Notes from the build.

Short notes on AI tooling, web systems and algorithms — written while building, not after.

  1. · 4 min read

    What should an AI hiring agent log?

    If an AI screening tool is advisory, the useful artifact is not the score. It is the trail of tool calls that produced it.

    • AI
    • systems
    • Laravel
  2. · 4 min read

    Let the model pick intent, not the trade

    The most reliable part of Sentix's AI trading agent is the part where the model is not allowed to choose the trade.

    • AI
    • LLM
    • product
  3. · 5 min read

    Three pathfinders walk into a tower defense game

    A*, Greedy Best-First Search and Dijkstra look similar on paper. In a game where the map keeps changing, they behave very differently.

    • AI
    • pathfinding
    • Python