Project Delta Script (CONFIRMED)

Sterling hesitates, then pulls her hand back, but she doesn't pull the lever. She looks into the chamber.

| Pitfall | Consequence | Solution | |---------|-------------|----------| | | Missing modified files leads to inconsistent state | Use filesystem watchers (inotify, FSEvents) for real-time delta capture. | | No rollback testing | Untested rollbacks cause worse failures than the original issue | Run rollback in staging daily; use chaos engineering tools. | | Cross-platform path issues | Windows vs Linux slashes break delta manifests | Use pathlib in Python or cygpath in Bash. | | Large delta explosion | Too many small deltas degrade performance | Batch deltas every N changes or use time-based windows (e.g., hourly). | Project Delta Script