Google introduces Code Wiki, an AI-powered platform that automatically generates and maintains documentation for code repositories. With Gemini integration, live diagrams, and interactive code-aware chat, Code Wiki aims to reduce onboarding time, simplify code comprehension, and transform how developers understand complex systems.
Author: drweb
JFrog introduces AI-Generated Code Detection and Shadow AI Detection tools to identify AI-created code, track model usage, and enhance DevSecOps governance across software supply chains.
Quite a long title for a short blog post While deploying a DACPAC (from a SQL Server Data Tools Database Project) through Azure Devops, I got the following error message:The user attempting to perform this operation does not have permission as it is currently logged in as a member of an Azure Active Directory (AAD) group but does not have an associated database user account. A user account is necessary when creating an object to assign ownership of that object. To resolve this error, either create an Azure AD user from external provider, or alter the AAD group to assign…
In the past few years, systems have become more complex than ever. Microservices, Kubernetes, cloud environments and distributed application programming interfaces (APIs) have changed how we build and manage software. However, this complexity has also made it harder to find the root cause when things go wrong. That’s where observability and artificial intelligence (AI) come together to change the game — helping us move from reactive monitoring to predictive root cause analysis (RCA). […]
Discover how context-aware reliability contracts (CARC) redefine SLOs for hyperscale systems—optimizing uptime, reducing infrastructure spend by 33%, and aligning reliability with business value across user tiers, regions, and workloads.
Discover how AI and large language models (LLMs) are revolutionizing performance testing—shifting from reactive load testing to predictive, continuous assurance powered by intelligent agents and automation.
Let’s start with a confession: I think Infrastructure-as-Code solves a lot of problems. Terraform, OpenTofu, Pulumi, all of it. IaC changed how we work. It gave us version control, audit trails, repeatability, and a level of discipline that the old “log in and click around” era couldn’t touch. But somewhere along the way, we turned […]
A deep dive into scaling GitOps for hybrid and multi-cloud environments, exploring architecture, governance, security, observability and real-world enterprise practices.
Docker + E2B: Building the Future of Trusted AI Trusted Software Starts Here The era of agents is here. Some teams are experimenting, others are just getting started, and a few are already running agents in production. But one challenge stands out: trust. Trust that your agents will act securely. Over 20 million developers already rely on Docker to build and ship software safely…
A GitLab survey of 3,266 DevSecOps professionals shows AI is boosting code creation but increasing the need for skilled engineers, compliance challenges and human oversight.