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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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3 habits that keep retrospectives relevant
Our engineering group is a big believer in continuous improvement and we think retrospectives are a valuable tool as long as the sessions remain relevant and productive. An example of how retrospectives can be beneficial is found within Kevina Finn-Braun’s post From Blame to Blameless. Rather than running a postmortem to analyse incidents, our site reliability…
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Apache Phoenix — A Conversation with PMC Chair James Taylor
This week, I sat down with James Taylor, the PMC Chair for the Apache Phoenix project (and long-time co-worker). If you’re not familiar…
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Investing In Big Data: Apache HBase
Written by Andrew Purtell and Lars Hofhansl

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.

Example!
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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.
