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The latest News and Information on DevOps, CI/CD, Automation and related technologies.

Build and test LLM applications with AIConfig and CircleCI

The power of LLMs to solve real-world problems is undeniable, but unfortunately, in some cases, only theoretical. What’s stopping us from getting the most out of OpenAI’s text completion capabilities in production apps? One common problem is the inability to confidently guard against bad outputs in production the way we’re used to doing with non-AI test suites. Let’s go one step deeper. There is no equivalent of code coverage for an LLM.

eBPF: Revolutionizing Observability for DevOps and SRE Teams

Whether you're a system administrator, a developer, or any other DevOps or Site Reliability Engineering (SRE) professional, you know that staying ahead in cloud-native computing is crucial. One way to keep your competitive edge in the technology game is to embrace the benefits of eBPF (Extended Berkeley Packet Filter). On top of advances in security and networking, eBPF-based tools are particularly impacting the observability landscape.

Reducing cloud reliability risks with the AWS Well-Architected Framework

Designing and deploying applications in the cloud can be a labyrinthian exercise. There are dozens of cloud providers, each offering dozens of services, and each of those services has any number of configurations. How are you supposed to architect your systems in a way that gives your customers the best possible experience? AWS recognized this, and in response, they created the AWS Well-Architected Framework (WAF) to guide customers.

Best practices for creating a reliable on-call rotation

It's fair to say that effectively managing an on-call rota is crucial for ensuring the 'round-the-clock availability of your services. But it's more than that. Spending the time getting your rotas right also empowers and protects the folks who make it all possible: your team. Some best practices for doing this include using software to automate scheduling, setting up teams with clearly defined responsibilities, establishing escalation policies, and defining time limits for issue resolution.

An Ultimate Guide on Biztalk to Azure Migration

For many years, BizTalk Server has been a popular Microsoft platform for streamlining business transactions by integrating backend systems. Microsoft BizTalk Server is flexible, scalable, and very customizable. Hence, for many organizations, it was a logical choice to use the product to integrate their internal systems, and by using cloud adapters, the product can even connect with branch offices and/or partners in different geographical locations.