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Einstein Evaluation Store — Beyond Metrics for ML / AI Quality
There are clear benefits to expressing machine learning quality via behavioral test suites, as opposed to just low level metrics.
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Our Journey to a Near Perfect Log Pipeline
Logs produced by the Salesforce core application running in our production data centers are used for several internal use cases, for example: Product Intelligence evaluates product and feature adoption, Security does threat detection and forensics, and Software Engineers do live site investigations. Given the wide spectrum of use cases it is paramount that all the…
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Remotely Fun: Team Building Across Time Zones
Surely there must be a way for a group of people to have some fun together even when they are 3 time zones apart.
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Our Top 4 Tips for Massive Data Migrations
At Salesforce we manage tons of data. Sometimes we need to migrate that data to different stores or transform it for different uses. In this post data engineers from the SalesforceIQ team will share their top four tips for massive data migration (billions of data records), based on lessons they’ve learned. Before we dive in,…

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People of Salesforce Engineering
Managing Availability in Service Based Deployments with Continuous Testing
We implemented a three-pronged strategy for the Salesforce Commerce APIs: monitoring, continous testing, and alerting.
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Designing Accessible Builder Apps
We control whether or not we exclude people with everyday decisions around how we design and build products.

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Open source drives our industry forward, kick-starts new careers, and builds trust in the products we create. From using projects, making improvements, and sharing our most impactful innovations with the community–in open source, we want to leave it better than we found it.
Open Source at Salesforce
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Salesforce Open Source Contributions
We contribute to thousands of projects every year, from key technologies powering our innovation to community projects that make our world a better place.
