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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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Improved Service Availability Through Balanced Integration
How strategic acquisitions are helping to improve Salesforce service availability
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Open Sourcing Violet — A Voice Application Framework
Violet is built in Node.js to make it easier to build intuitive Alexa Skills
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Using Synthetic Data Modeling to Enhance Machine Learning
At Salesforce infrastructure we are working to deploy our machine learning driven performance improvement framework to enhance customer experience globally. As with any ML solution, data is key! In order to have meaningful results, we have to consider millions of data points. This introduces a whole set of challenges, but mainly the need for a…

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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.
