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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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Open Source Commons with Cori O’ Brien Part 1
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How This Journalist-Turned-Engineer Promotes Equality and Inclusion Through Digital Allyship
Crystal Preston-Watson is an Accessibility and Quality Engineer based in Denver, Colorado. She is the Senior Digital Accessibility Analyst at Salesforce. Crystal believes that accessibility is a civil and human right and is dedicated to making innovative, inclusive, and accessible applications for everyone. Crystal Preston-Watson’s driving principle as a Senior Digital Accessibility Analyst in Salesforce’s Office…
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EFlow — Racing towards millions of ML flows
Presenting Eflow, our ML flow management system. We share some of its fundamental principles that lend it unique scaling properties.

Career Call-Out or Job Title
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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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Query Block Test
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.
