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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 Sourcing Dockerfile Image Update
Cascading Docker Image Updates
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10 Steps to Develop an Incident Response Plan You’ll ACTUALLY Use
Let’s face it, most companies have an incident response plan (IRP) sitting somewhere that was based on some template that is on the Internet or provided by some consulting service and was purely a compliance and/or audit activity. This plan was most likely written to “check the box,” but does not reflect reality nor would…
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Provisioning Kubernetes Local Persistent Volumes
Salesforce and its customers continue to generate and store more and more data, and the growth looks exponential or cubic rather than linear. Keeping ahead of that curve is the responsibility of many of our infrastructure teams, including several clever folks in our Storage Cloud. The Storage Cloud is building on Kubernetes (for automated deployment,…

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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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.
