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

AI-powered email automation with CI/CD pipelines

Email automation allows you to send emails automatically based on certain triggers or schedules, so you don’t have to click the Send button every time. This includes things like welcome messages, drip campaigns, and regular newsletters. In this tutorial, you will create a simple system that automatically welcomes new subscribers and sends them updates about technology, all with the help of AI.

AI is writing your code. Who's watching your standards?

As a platform integrator, we get a unique look at the tools our customers adopt every day. Of all the shifts I’ve seen, none has been as rapid as the adoption of coding assistants. The conversation has quickly gone from ‘is this tool really going to drive value?’ to ‘how quickly can we roll this out?’ No one can doubt the immense value these tools provide in shipping code faster.

How to Overcome NaaS Integration Challenges

As network teams constantly search for new ways to simplify and optimize their networks, it helps to hear from experts who have spent years at the center of these transformations. One of these voices is Fabio D’Avino, a specialist in Network as a Service (NaaS) with more than seven years of experience researching, designing, and building global network services across industries.

Deploying a multimodal RAG application with Gemma 3 and CircleCI on GKE

Retrieval-Augmented Generation (RAG) has transformed how applications interact with Large Language Models (LLMs). RAGs ground LLM responses in external knowledge, improves accuracy, and reduces hallucinations. But traditional RAG systems have a significant limitation: they only process text. Multimodal RAG addresses this limitation by processing and understanding multiple data types (text, images, and potentially audio).

Streamline Software Delivery Right From Your IDE with Amazon Kiro and Harness

The integration of Amazon Kiro and Harness’s MCP server enables developers to manage, troubleshoot, and optimize CI/CD pipelines directly from their IDE using natural language, dramatically reducing manual effort and accelerating software delivery from code generation to production.

Harness Acquires Qwiet AI to Power Its Application Security for the AI Era

Harness acquires Qwiet AI to power application security in the AI era, embedding reachability analysis to cut noise and prioritize real risks. By Sanjay Nagaraj, SVP Global Engineering, Harness; Co-founder and CTO, Traceable by Harness Today, I am excited to share that Harness has acquired Qwiet AI (formerly ShiftLeft), a leader in agentic AI-powered vulnerability detection and reachability analysis.

Top 11 Java APM Tools: A Comprehensive Comparison

Are your Java applications running at their optimal performance, or is there room for improvement to make them faster and more efficient? With so many services depending on Java, keeping applications responsive and reliable is a core part of modern software engineering. This blog walks you through the leading Java Application Performance Monitoring (APM) tools, with a clear comparison to help you choose the right option for your needs.

The evolution of Integration technology through AI

Join us in this exciting podcast episode where integration pioneer Tom shares his 25+ year journey in tech, from message-oriented middleware in 1998 to leading AI projects at Microsoft. Tom dives into how AI is revolutionizing integration as the "backbone" of modern systems - think generative AI agents automating home damage inspections in minutes, reducing manufacturing downtime, and transforming financial trading.

Fortifying security for Ubuntu on Azure with Metadata Security Protocol (MSP)

We’re pleased to share a security enhancement for Ubuntu workloads on Microsoft Azure. In collaboration with Microsoft, Ubuntu now supports Azure’s Metadata Security Protocol (MSP)—a feature that hardens access to the Instance Metadata Service (IMDS) and WireServer. On Ubuntu, MSP is enabled by the azure-proxy-agent package, Canonical’s integration of Microsoft’s Guest Proxy Agent (GPA).