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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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6 Ways to Get the Most Out of Grace Hopper
So, you’re heading to Houston to attend The Grace Hopper Celebration of Women in Computing (GHC)! There’s nothing quite like this annual gathering of women in computer science. It’s the largest conference of its kind, and it attracts leaders in the field from all over the world. You might be wondering how you can make…
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Flaky Tests (And How To Avoid Them)
Flaky tests. You may not have heard that term, but you have probably experienced the pain. A “flaky” test is one that has a non-deterministic outcome: it can pass sometimes and fail others, for the same code, running the same test. Flaky tests (sometimes also called “Flappers”) can be extremely painful to debug, because they’re…
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Inside And Out: Transactions
The Architecture Files, Episode 5

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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.
