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

Enterprises are making their biggest AI bets blind

AI cost observability is the practice of measuring, attributing, and analyzing AI workload costs at the request, model, and workflow level in real time. It connects cloud infrastructure spend, inference and token costs, and business attribution (cost per feature, team, customer, or product) so engineering, finance, and product teams can see where AI spend goes and whether it creates value. On July 14, IBM had its worst trading day since 1987.

Top 5 Network Diagramming Tools for 2026: Ultimate Guide for IT Teams

Network diagramming is the backbone of successful IT infrastructure planning and troubleshooting. The right diagramming software saves organizations time and prevents costly errors, especially as systems grow in complexity and scale. Below, discover the five best tools for network diagramming in 2026, evaluated through rigorous criteria and supported by industry data, so you can confidently select the ideal platform for your needs.

Why the Netherlands Is a Strategic Hosting Location for EU-Focused Businesses

Selecting the optimal physical server location is one of the most critical infrastructure decisions for an expanding enterprise. For digital businesses serving European users, the Netherlands has firmly established itself as the digital gateway to the continent. Situated at the very core of Europe's telecommunication crossroads, Dutch infrastructure offers unprecedented network connectivity, stringent legal data protections, and low-latency throughput.
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Fixing 403 auth errors when you replay traffic

Trigger warning: this one is about Java, authentication, and Docker Compose files. If that is not your thing, I am sorry, but they are part of life and they are honestly not that hard to work with. Everything here is open source on our GitHub repo, so you can follow along. Recording an authenticated Java flow, replaying it, hitting the dreaded 403, and fixing it with a proxymock recommendation.

Redgate Monitor Product Updates - July 2026

This set of Redgate Monitor updates brings new AI-powered tooling into how teams work with their estate, alongside expanded coverage for Google Cloud SQL and Contained Availability Groups. Whether you're looking to get faster, insightful answers, plug Monitor into your own AI stack, extend monitoring to a new cloud platform, or keep job visibility intact through a failover, there's something here for you.

MySQL Query Optimization With dbForge Query Profiler

Learn how to optimize SQL queries in MySQL with Query Profiler in dbForge Studio for MySQL. This video shows how to monitor query execution plans , track resource consumption, identify performance bottlenecks , and validate query optimization results. Query Profiler helps developers, DBAs, and database engineers analyze query execution, find slow operations , review session statistics, compare profiling results, and improve MySQL database performance .

Code-Level Migration Assessment for AWS

Infrastructure assessment tools scan your servers and estimate migration cost based on CPU, memory, and storage. They do not read your application code. Applications that appear migration-ready at the infrastructure layer may contain thousands of lines of code that block cloud adoption. Without code-level visibility, teams cannot make accurate 6R decisions.

AWS, GCP, Azure - We Pick The Best of Every Cloud

When your platform is tied to a single cloud, every move turns into a migration. This team decided it didn't have to be. In this clip, a Control Plane customer explains how separating their platform from the cloud provider underneath changed the math on infrastructure. Instead of being locked to one vendor, they can pick the best services from each cloud and move workloads to AWS without jumping through hoops. The kicker: a migration whose sheer scale would have "scared them off" becomes a non-event once your platform isn't welded to a single provider. Control Plane is an AI-native virtual cloud.

How We Secured AI Worker Agents in Harness | Harness Blog

When we launched Autonomous Worker Agents, the message we led with was simple: governance is inherited, not integrated. Agents don't get security bolted on after the fact. They inherit the OPA policies, RBAC, and audit trails already running your production pipelines. This post is about the layer underneath that promise: isolation. We let an Autonomous Worker Agent run shell commands and call APIs inside our pipelines.