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# announcementss
sparse-intern-71089
04/13/2023, 3:07 PMThis message was deleted.
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partypus 8bit 6
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white-balloon-205
04/13/2023, 3:09 PM
Here's a few social links for sharing/engaging further:
ā¢ Twitter: https://twitter.com/PulumiCorp/status/1646530231639867392
ā¢ LinkedIn: https://www.linkedin.com/posts/pulumi_pulumi-insights-intelligence-for-cloud-infrastructure-activity-7052283905504145409-2VSd
ā¢ Here in Community Slack: #C053TA2UNEL
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late-petabyte-3251
04/13/2023, 5:22 PMare these AIs trained on our code?
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white-balloon-205
04/13/2023, 5:55 PM
are these AIs trained on our code?No. They are currently leveraging pre-trained OpenAI models, along with in-context learning to tune them to the task of generating useful Pulumi IaC code and maintaining memory so that code can be edited.
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late-petabyte-3251
04/13/2023, 6:31 PMWhat happens to that memory? Is it incorporated into the model or is it erased?
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white-balloon-205
04/13/2023, 9:13 PM
What happens to that memory? Is it incorporated into the model or is it erased?It is used only during your browser/CLI session.
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late-petabyte-3251
04/13/2023, 9:59 PMThank you for answering my questions. š
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strong-match-67698
04/18/2023, 10:34 AM@late-petabyte-3251 very reasonable questions, it's something that should be quite clear in the docs IMO
strong-match-67698
04/18/2023, 10:36 AM@white-balloon-205 I'm not familiar with metabase, the data that you've presented in the dashboard, e.g. stacks monthly cost, is that something that can be pulled out of pulumi analytics, or it needs to be integrated with the data coming from the cloud
strong-match-67698
04/18/2023, 10:37 AMor more generally, are you offering more data now or it's the same data that was available in app.pulumi.com just now available for export?
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white-balloon-205
04/18/2023, 3:38 PM
Those screenshots were an example of a dashboard in a BI tool (Metabase in the example, but could be Tableau, Looker, PowerBI or even just Excel), connected to a Data Warehouse (Snowflake in that example, but could be Redshift, etc.), which had several data sources stored in it which could be joined to produce useful analytics that go beyond what the Pulumi Cloud offers directly:
1. Pulumi resource data (from the Data Export feature of Pulumi Cloud)
2. Cost data (from a cloud pricing data provider, either pricing APIs from your cloud provider, or another cost management service)
3. Departmental data (mapping of Pulumi Teams to organizational units in your business)
The Pulumi Cloud does expose all the resource data, but doesn't itself (yet) have it's own pricing data. For today, you can bring your own pricing data and then join your Pulumi resource data with that.
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delightful-salesclerk-16161
04/27/2023, 6:32 PM
Luke is going to do an AMA on Pulumi Insights next Wednesday (5/3) at 9am PDT. Come and get your questions answered on Insights or Pulumi in general . https://www.reddit.com/r/pulumi/comments/130b4rn/ama_with_luke_hoban_cto_on_pulumi_insightsai_at/
delightful-salesclerk-16161
05/03/2023, 3:29 AM
Just a quick reminder that this AMA is tomorrow (5/3) at 9am PDT. See everyone there.
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rough-morning-44013
05/03/2023, 3:59 AMWhat's that in GMT/UTC for those not in the US?
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lemon-agent-27707
05/03/2023, 2:06 PM16:00 UTC
partypus 8bit 1
lemon-agent-27707
05/03/2023, 2:07 PM(starting in 1 hour and 52 minutes from the time this message was sent)
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delightful-salesclerk-16161
05/03/2023, 3:34 PM
We are going to get started in 27 minutes
https://www.reddit.com/r/pulumi/comments/136qlrh/ama_luke_hoban_cto_on_pulumi_insights/
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