| user: | JamesLangford |
| created: | March 11, 2026 |
| karma: | 1 |
| about: | 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 |