Give Your AI agent a Versioned Filesystem: A Self-Correcting Receipts Pipeline on E2B and lakeFS

In this post we build something most agent demos skip: an agent that does real work on real data, inside guardrails it can’t escape. The agent turns a messy folder of receipts and invoices into a clean, validated ledger, and it does it on a lakeFS branch mounted as an ordinary filesystem inside an E2B […] The post Give Your AI agent a Versioned Filesystem: A Self-Correcting Receipts Pipeline on E2B and lakeFS appeared first on lakeFS .