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

AI Explainer: ChatGPT Doesn't Actually Understand Any Words

Computers understand numbers. So, how do large language models (LLMs) mimic human speech? Do LLMs like ChatGPT actually understand words? The short answer is no. LLMs process and represent words using numerical embeddings. These numerical representations enable the model to perform computations, make predictions and generate text. However, it's essential to clarify that the model doesn't possess a true understanding of words in the way humans do. Here's a breakdown of the process.

How Automation Can Support Threat Vulnerability Management + Reduce the Attack Surface

Threat vulnerability management, and managing your attack surface, are critical in the battle against cyberattacks. At some point before an successful attack, the internal process to manage threats and prevent access to sensitive data failed. How could they have done things differently? Were they just managing too much, too often, without the resources they needed?

The art of software engineering management

Like any leadership role, leading an engineering team in a mature, compact company like Raygun comes with both honor and responsibility. Leading a major development project is a bit like conducting a symphony orchestra, where every individual plays a crucial role and has a great impact on the work they release to customers and end-users.

Multi-Cluster Observability Part 3: Practical Tips for Operational Success

This is the final article of a three-part series. To start at the beginning, read Part 1: Benefiting from multi-cluster setups requires familiarity with common variations and Part 2: Exploring the facets of a multi-cluster observability strategy. As companies scale software production, they lean on Kubernetes as a crucial container orchestration platform for managing, deploying and ensuring software availability.

Cloud Migration 101: The Complete Guide To Migrating To The Cloud

Cloud migration is the new gold rush, judging from the results of a survey involving 1,283 IT professionals. The survey shows that 88% of companies already use the cloud for some applications and data. Another 80% said they will have moved to cloud and co-location services by 2025. While 87% of respondents said the pandemic accelerated their cloud migration strategy, many companies’ transition plans had been in the works for years.