Scheduled Tasks on @Muse - An update on reliability We deployed a fix to Muse to improve scheduled task and cron recovery and reliability especially, and have hardened our monitoring and alerting of the cron systems in the VMs. Over the last few days the Muse team has been deploying a few changes to: Improve the KV cache hit rate after increasing the context window size of the underlying model Improve our VM scheduling algorithm to reduce downtime during deployments Deploy a new authentication token format across the fleet for more fine-grained access. During these changes we had a few SEVs (outages) where the inference tier was unresponsive, and the VM scheduling resulted in VMs not being available for longer periods of time during deployment and being unresponsive to clients. We observed after we recovered from these outages that several crons and scheduled tasks failed to resume / heal properly when the outage was done, resulting in several users receiving reports from their Muse that the crons have been failing for a while. We apologise for this incident, and know how much this disrupts your flow especially since many users rely on muse to reliably deliver outcomes for them. We take these outages seriously, and are running a full audit of our recovery systems and tools, and are adding more dashboards and alerts so you can continue to receive the high quality service we want all users to have.

@ArtemR @davidmarcus @Muse @Meta If something is broken or you want to leave feedback, you can tell your Muse directly in app and it will file a note to the engineering team! Or you can tag some folks here like @wailord or @lucas_switzer and we’ll respond

Really thrilled to share Muse, a personal AI agent that can actually do things for you. @christinesed and I wrote about our experience designing and building Muse at If you're in the US, check it out at