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Phil Hetzel

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How agent o11y differs from traditional o11yAI Engineer Europe 20262026-04-08
Agent traces routinely exceed a gigabyte and single spans hit 20 megabytes, containing vast semistructured and unstructured text that must be ingested in real…
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The maturity phases of running evalsAI Engineer Europe 20262026-04-08
Argues that evals should not be exhaustive unit tests but a staged practice: enumerate known failure modes, collect human justifications for thumbs up/down…
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Does GenAI "belong" to data scientists?AI Engineer Europe 20262026-04-08
Argument: GenAI often lands on ML platform teams by habit but that misplaces value because Anthropic and OpenAI already run the data pipeline and most work now…
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Why building eval platforms is hardAI Engineer Europe 20262026-04-08
Claim: an eval platform is a systems project not a UI problem, requiring shared definitions of “good,” reliable data pipelines, labeling workflows, versioning…
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