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It would be hard to count. Basically every customer we had on Release 1.0 was an iteration towards this. If you go to https://release.com it's there and we have many happy customers using it. There are definitely challenges with that business, however, that made us look for easier ways to get people using the platform we had built. People looking to do ephemeral environments have a lift to move their environment definitions into Release and it's a work effort that needs prioritization. Release.ai is built on the same platform and because AI frameworks are more turn key than bespoke software stacks companies have been building on, we believe Release.ai will be easier to adopt. In the long run AI applications and traditional web applications are going to merge and we think we're the platform that will do that in the long run. Long story short, hundreds of iterations.



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