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 […]
Latest OpenTofu Release Simplifies Configuration Updates
The latest update to the OpenTofu infrastructure-as-code (IaC) tool is making it simpler to update and refactor configurations without having to rework the entire codebase. Version 1.12.0 of OpenTofu has added a destroy = false lifecycle option that enables DevOps engineers to drop an object from state without issuing a destroy application programming interface (API) […]
GitHub Copilot Gets Its Own App — and Agents Are the Reason Why
GitHub debuts the Copilot app at Microsoft Build 2026 — an agent-native desktop experience for managing parallel AI agents, canvases, sandboxes, and code review.
Survey Surfaces Pervasive Adoption of AI Across SDLC
Tricentis survey reveals 68% of orgs use AI in software delivery, but 60% admit to shipping untested code, leading to massive financial and security risks.
Microsoft Brings AI Agents Directly Into the Windows Terminal
Microsoft’s Intelligent Terminal 0.1 brings native AI agent integration to the Windows Terminal. Here’s what DevOps engineers need to know.
Can Chainguard Save Open-Source Software From Mythos? Can Anyone?
IBM and Red Hat aren’t the only ones that mean to lock down open-source code against AI hacking tools. Last week, IBM and Red Hat launched Project Lightwell to protect open-source projects with $5 billion and 20 thousand engineers. Not to be outdone, with tongue in cheek, Chainguard’s CEO Dan Lorenc announced a $50 million, […]
Overcoming IP Churn in Ephemeral DevOps Environments Using Userspace Overlays
Modern DevOps practices have completely transformed how we handle compute and orchestration. Tools like Kubernetes enable engineering teams to spin up ephemeral containers in seconds and scale workloads dynamically to meet global demand. Yet the underlying network infrastructure has remained stubbornly rigid. Traditional cloud networking relies heavily on static IP addresses, rigid firewall rules, and […]










