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

LLM hallucinations: How to detect and prevent them with CI

An LLM hallucination occurs when a large language model (LLM) generates a response that is either factually incorrect, nonsensical, or disconnected from the input prompt. Hallucinations are a byproduct of the probabilistic nature of language models, which generate responses based on patterns learned from vast datasets rather than factual understanding.

Azure Storage cost optimization to achieve maximum cost savings

Azure Storage Cost Optimization is a crucial aspect for organizations looking to harness the power of Azure storage while keeping expenses in check. This involves implementing strategies to minimize expenses, optimize resource utilization, and select appropriate storage types. It encompasses understanding and leveraging various features to optimize resource utilization, choosing the right storage types, and implementing best practices.

Azure Unit Economics for Crafting a Financially Sound Strategy

Embarking on a journey through the cloud landscape, Azure Unit Economics is a compass, guiding through the intricacies of financial optimization in the realm of Microsoft Azure. This blog post aims to clarify the complexity of Azure Unit Economics, underscoring its critical role in optimizing resource allocation and ensuring cost-effectiveness within the realm of cloud computing.

NEW FEATURE: Rainbow Deployments with Zero Downtime! (Jan 24 2024)

In this video, Jake Warner (CEO / Founder) does a quick dive into one of our latest features: Rainbow Deployments. These deployments enable teams to maintain multiple independent versions of their applications within one single environment. Additionally, deployments make it easy to take new versions of your applications live with zero downtime. Cycle is a container orchestration and infrastructure management platform built to provide a true alternative to Kubernetes.

Monitor Heroku Add-Ons Using Hosted Graphite

Monitoring your Heroku stack helps you understand the performance of your application and infrastructure. You can identify bottlenecks, slow-performing queries, or resource-intensive processes and optimize them. Monitoring also allows you to detect issues or anomalies in real-time. By setting up alerts based on predefined thresholds, you can be notified as soon as something goes wrong, enabling you to address the issue before it affects users.

How Squadcast Helps With Flapping Alerts

Often we receive a series of alerts that get auto-resolved within a short period of time. Such alerts are called flapping or transient alerts. In this blog, we'll explore Auto Pause transient alert (APTA) feature that detects flapping alerts and temporarily pause incident notifications hence reducing alert fatigue.

The 25 Most Crucial Software Engineering Tools In 2024

As a modern software engineer or CTO, you’re responsible for building, delivering, and maintaining high-quality software solutions at scale. Yet, software programs have grown increasingly complex over time, requiring meticulous work. The competition threatens to take your subscribers every billing cycle if you don’t constantly innovate, too. Customers want more, bigger, and better upgrades and updates.