## [![Build better AI agents with bucket forking](/blog/assets/images/bucket-forking-ty-1fafc458f9fcddf6fcbd7e6dead2bd7d.webp)](/blog/build-agents-with-bucket-forking/.md)[Build better AI agents with bucket forking](/blog/build-agents-with-bucket-forking/.md)

Prevent rogue agent behavior by giving every agent an instant, isolated bucket fork—no data duplication, safe concurrency, and easy rollback with snapshots.

Raouf Chebri · October 23, 2025 ·

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8 min read
