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7 signs it’s time to modernize your IT systems

CIO

There are multiple examples of organizations driving home a first-mover advantage by adopting and embracing technology modernization when the opportunity presents itself early.” Hafez adds that most modernization projects typically fail due to a lack of a realistic expectations, defined requirements, and ineffective change management.

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LLM benchmarking: How to find the right AI model

CIO

Whether its about selecting a chatbot for customer service, translating scientific texts or programming software, benchmarks provide an initial answer to the question: Is this model suitable for my use case? Reference-free metrics: These metrics evaluate the quality of a generated text independently of a reference.

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Agentic AI design: An architectural case study

CIO

There are many areas of research and focus sprouting from the capabilities presented through LLMs. Let’s review a case study and see how we can start to realize benefits now. Instead of directly having the LLM output test records, we would have the LMM output Python code. The only cost is the creation of the Python code.

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There Is Only One Key Difference Between Observability 1.0 and 2.0

Honeycomb

phenomenon We’ve all heard the slogan, “metrics, logs, and traces are the three pillars of observability.” You probably use some subset (or superset) of tools including APM, RUM, unstructured logs, structured logs, infra metrics, tracing tools, profiling tools, product analytics, marketing analytics, dashboards, SLO tools, and more.

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Simple sabotage for software

Erik Bernhardsson

Leverage any production issue as a reason to “pull the brakes” Introduce very complex processes for code change and common workflows. Disallow anything outside the scope of the original task, such as code cleanup or other drive-by improvements. Insist that every “stakeholder” needs to be present in the meeting.

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Everything You Need to Know About the 4 Stages of Software Reliability

OverOps

FYI – The maturity model presented in this post is based on the concept of Continuous Reliability, which you can read more about here. Software reliability is a big deal, especially at the enterprise level, but too often companies are flying blind when it comes to the overall quality and reliability of their applications.

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Building Resilient Public Networking on AWS: Part 4

Xebia

Region Evacuation with DNS Approach: Our third post discussed deploying web server infrastructure across multiple regions and reviewed the DNS regional evacuation approach using AWS Route 53. In the following sections we will review this step-by-step region evacuation example. HTTP Response code: 200. Explore the details here.

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