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Skip to content Home » about About Victor Del Puerto runs a civil engineering firm in Paraguay. He spends most of his time building AI systems that run across the firm's nine business areas — and thinking about what happens when those systems meet real work.
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Seven ways a check goes green without checking
I moved 177 entries out of an index and the consistency check went green without looking at any of them. Over nineteen days I collected twenty-four of these across modules that never met, and they sort into seven structurally different reasons a check can
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A knowledge base is a graph, not a folder
An agent knew the manual's minimum radius cold and still got the curve wrong, because the number was only the start of the question. Why a domain agent reasons better from a graph of criteria than from a persona prompt, and what that structure caught in r
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You can't measure a memory hook by the times it spoke
I tagged sixty hook activations, concluded retrieval was fine, and wrote down a verdict. Then I measured the prompts where the hook said nothing at all, and the number flipped.
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Ninety days of scars
Ninety days ago I started enforcing corrections outside the model. This week I pulled the first real metrics, and it is a mixed result. The busiest hook gets ignored 62% of the time, two of my own tools disagreed about the same number, and the dashboard s
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The optimization you wrote isn't the one that runs
I had the optimization written and approved, and a week later it still wasn't what ran. The fix wasn't a better design. It was making the trigger deterministic and leaving the judgment to the model.
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