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user: JamesLangford
created: 2026-03-11
karma: 1

I build systems where trust comes from math and architecture rather than vendor promises. Currently, I am the Founding Principal at Trace Integrity, where we are working on the 'auditor's dilemma' in AI observability.

https://traceintegrity.org/ https://traceintegrity.org/helix

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