Cloudflare this week acquired VoidZero, the maintainer of open source tools such as Vite, Vitest, Rolldown, Oxc, and Vite+ that are used widely to build web application frameworks. Rita Kozlov, vice president of product management for Cloudflare, said this acquisition will ensure the financial stability of a set of open source tools that play a […]
Why the Software Development Tools you Choose Directly Affect Your CI/CD Reliability
The software development tools you choose shape your CI/CD pipeline reliability in ways that only surface months later. Learn what to evaluate before adoption.
Agentic DevSecOps: AI Security Co-Pilots for Your CI/CD Pipeline
The emergence of AI has brought endless possibilities and innovative opportunities in today’s ever-changing, fast-paced technology landscape. AI is helping development teams produce software significantly faster than ever before. AI-enabled DevSecOps tools can automatically scan code, infrastructure and other configurations for security issues throughout development, accelerating the overall process. The introduction of agentic AI into the software […]
Risk-Based Review for Infrastructure as Code Pull Requests
Not every infrastructure pull request deserves the same review path. A tag change in a development account and a network-policy change in production should not create identical reviewer load. When every change is treated as high risk, reviewers stop trusting the signal. In IaC review, I have seen reviewers spend too much attention on low-risk changes […]
The Death of the Four Golden Signals: Designing Telemetry for Non-Deterministic Infrastructure
In complex software systems, our traditional definition of operational health has always been comfortably binary. For over a decade, site reliability engineering (SRE) teams have relied on the industry-standard ‘Four Golden Signals’ — latency, traffic, errors and saturation — as the ultimate truth of platform stability. If our API-response times are hovering at sub-100 ms, […]
The Silent Risk of AI-Written DevOps Pipelines
These days, when a developer needs a CI/CD pipeline, they don’t always dive into GitHub Actions docs or spin up Jenkins from scratch. Instead, they pull up an AI assistant and type out something like: “Create a deployment pipeline for a containerized application.” Seconds later, the AI spits out a complete workflow. It looks polished. […]
Allstacks Extends Reach of Software Engineering Intelligence Platform to AI Agents
Allstacks this week added a shared workspace capability to its software engineering intelligence platform that makes it simpler for product and software engineering teams to create specifications for artificial intelligence (AI) agents that organizations plan to develop and deploy. Product Studio provides teams with a place to plan, draft, and refine product requirements using the […]
SmartBear Adds Computer Vision Capability to Testing Platform
SmartBear this week extended its ability to apply artificial intelligence to application testing with the addition of a computer vision capability that can be used to detect objects in applications. Prashant Mohan, vice president of product at SmartBear, said the company’s TestComplete platform now combines computer vision and optical character recognition to help automate the […]
Agentic Observability is Not a Chatbot Over Telemetry
Agentic observability isn’t about removing engineers from the loop. It is about making the loop faster, better informed, and easier to operate at the scale modern systems require.
Harness Acquires Codecov to Identify Untested Code
Harness this week acquired Codecov, a provider of a platform that analyzes the percentage of a codebase that has been tested, from Sentry. Brad Rydzewski, a senior vice president and general manager for Harness, said Codecov makes it simpler for DevOps teams to track testing coverage at a time when the volume of code being […]
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