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@evidentloop

EvidentLoop

Infrastructure for trustworthy AI coding workflows — CrossReview + Sopify

EvidentLoop

Infrastructure for resumable, auditable AI coding.

AI coding moves fast. EvidentLoop keeps the work resumable and the evidence inspectable.

Project What It Does
Sopify Resumable workflow protocol for AI coding. Keeps requirements, plans, checkpoints, decisions, and verification evidence with the repo across sessions and hosts.
change-audit Traceable review for AI-generated changes. Anchors findings to the real diff and publishes validated audit.json and self-contained audit.html reports.

The Evident Loop

The Evident Loop: Sopify spans a workflow where an AI host produces, change-audit verifies, evidence persists in the repository, and work resumes

AI hosts produce. change-audit turns review into traceable evidence. Sopify preserves workflow context so work can resume across sessions and hosts.

Together, they cover two complementary problems: continuity while work is happening, and evidence after a change.

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  1. sopify sopify Public

    Resumable, traceable AI coding — plans, handoffs, and evidence stay with the repo across hosts.

    Python 339 25

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