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LLMs Demand Observability-Driven Development

Honeycomb

Some of these things are related to cost/benefit tradeoffs, but most are about weak telemetry, instrumentation, and tooling. LLMs are their own beast Unit testing involves asserting predictable outputs for defined inputs, but this obviously cannot be done with LLMs. With LLMs, you might not. Sound at all familiar?

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LLMs Demand Observability-Driven Development

Honeycomb

Some of these things are related to cost/benefit tradeoffs, but most are about weak telemetry, instrumentation, and tooling. LLMs are their own beast Unit testing involves asserting predictable outputs for defined inputs, but this obviously cannot be done with LLMs. With LLMs, you might not. Sound at all familiar?

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Continuous deployment without downtime

CircleCI

As engineering teams increasingly adopt DevOps as their software development strategy, they are becoming faster and more efficient. Unfortunately, this speed and efficiency can expose cracks in the delivery system as well as other bottlenecks to productivity. This requires both CI and continuous delivery.

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Well-tested code: in search of meaningful coverage

CircleCI

If you work anywhere near the field of software development, you’ve likely already heard that you should always write code that is well-tested. Everyone wants to have well-tested code and for a good reason! Testing ensures our code is working as intended and protects against regression. Testing techniques.

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Why engaged teams are not always the best performers?

Abhishek Tiwari

Traditional engagement metrics such as satisfaction, happiness, well-being let alone cannot explain behaviours, actions and motivation of a high-performance team. Given the similar type of environments, two teams with the same level of engagement may have different levels of performance - one can be high-performing another average performing.

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AoAD2 Practice: Continuous Integration

James Shore

This is a pre-release excerpt of The Art of Agile Development, Second Edition , to be published by O’Reilly in 2021. Visit the Second Edition home page for information about the open development process, additional excerpts, and more. Continuous Integration. Continuous integration is a better approach. Task Planning.

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Benefits of feature toggles or feature flags

Apiumhub

Many developers say that they use feature flags or feature toggles, but this year we have realised that there is some confusion around the term that still persists. As software teams seek higher agility, the tools and techniques for software development and delivery continue to evolve every year.