video1.0<iframe src="https://www.loom.com/embed/3fd7a3cfa7f5461b982ff799f49dc817" frameborder="0" width="1728" height="1296" webkitallowfullscreen mozallowfullscreen allowfullscreen></iframe>12961728Loomhttps://www.loom.com12961728https://cdn.loom.com/sessions/thumbnails/3fd7a3cfa7f5461b982ff799f49dc817-9a1d40563f91cfa4.gif390.435This Loom explains how Rahul Balakanti’s Rewind Python SDK mitigates state drift in AI coding agents by checkpointing memory and filesystem changes for safe rollbacks. He describes using a Linux container and overlay FS stacking so developers can add a few lines of code to automatically revert when agent commands fail, even for non-text data like databases. In a demo migration script, the agent fails verification twice, and Rewind rolls back to restore the database and supplies patch notes so it can succeed without restarting. He says the $1000 MediGrant would help expand distribution and speed development, especially under strict free tool rate limits.