git-collaboration

Structured Git collaboration enforces consistent context, documentation, and setup across machines like Training Servers and Inference Jetson devices. It requires mandatory documentation updates and environment synchronization before pushing changes to shared repositories.

Experiment provenance tracking ensures commits include meaningful messages and references to results for reproducibility. It records experiment history across shared repositories to enable reliable handoffs and preserve knowledge during multi-environment handovers.

To synchronize dependencies and setup across machines, this approach provides guidelines to align environments within shared repositories. It ensures consistent context and setup across machines to support reliable handovers and reproducible experiments.

The best way to preserve knowledge during handovers is encouraging consistent documentation and context in the docs/ directory. You must update the master experiment list and current state snapshot in docs/ before pushing changes.

Yes, this Git collaboration approach works without external dependencies. It relies on standardized commits, mandatory documentation, and provenance tracking within shared repositories to enforce disciplined collaboration and enable reliable handoffs.