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papers/code-trajectory
zeekayandHanzo Dev 8732cece2d paper: The Trajectory of Code — survival-weighted learning basis (draft, private)
Basis for the agentic-coding dataset: version-control survival as a time-validated
quality label; shapes-that-last; the 3 co-registered layers (transcripts/diffs/
outcomes) + human-vs-AI axis; construction pipeline (extract/normalize/link/redact/
format) with fleet aggregation + HF backup; SFT/preference/RL/survival-holdout.

Co-authored-by: Hanzo Dev <[email protected]>
2026-07-02 23:33:30 -07:00
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