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10 tips for migrating from monolith to microservices

Dynatrace

Because they’re separate, they allow for faster release cycles, greater scalability, and the flexibility to test new methodologies and technologies. However, the distributed system of a microservices architecture comes with its own cost: increased application complexity and convoluted testing. Migration is time-consuming and involved.

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How to evaluate modern APM solutions

Dynatrace

Artificial intelligence for IT operations (AIOps) for applications. Your APM tool should help you establish performance benchmarks, so you can understand what good performance looks like. Gartner evaluates APM solutions according to these three functional dimensions: Digital experience monitoring (DEM).

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What We Learned Auditing Sophisticated AI for Bias

O'Reilly

In particular, NIST’s SP1270 Towards a Standard for Identifying and Managing Bias in Artificial Intelligence , a resource associated with the draft AI RMF, is extremely useful in bias audits of newer and complex AI systems. t -, x 2 -, binomial z -, or Fisher’s exact tests). Generally, this is not a defensible position.

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Real-Real-World Programming with ChatGPT

O'Reilly

Swift Papers felt like a well-scoped project to test how well AI handles a realistic yet manageable real-world programming task. Perhaps future AI tool developers could use Swift Papers as a benchmark to assess how well their tool performs on an example real-real-world programming task.