Concept detail
agent observability and attribution infrastructure
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- 2026-091 video
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Observed neighbors
PR footer and branch-prefix provenance heuristics
Provenance for agent output currently lives in artifact metadata side channels, so attribution must be built as a heuristic classifier layer over PR/commit data rather than from identity fields.
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AI-Generated Code Is Already Competing With Human Code — Daksh Gupta, GreptileRelated tagged insights
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