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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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Too big or not too big?
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No Forking Way: Our 6 Rules For Open Source Code Management
As you may have read in the initial posts in this channel, Salesforce works with a lot of Open Source software. This has so many benefits, but to get the most out of it, you need to be thoughtful about how you do it. If you’re not careful, the goals of the company and any given…
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Value Objects — A Short Essay
Here at Salesforce, a lot of our code is written in object oriented programming (OOP) languages, particularly Java. Java is very flexible; in large projects, what makes it work (or not work) comes down to your use of conventions: common patterns and rules of thumb that simplify your program and help other engineers understand it more…

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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.
