Rewriting the Rules of Software Quality: Why Agentic QA is the Future CIOs Must Champion
Discover how Agentic QA is transforming enterprise software testing with autonomous AI systems that embed quality into every stage of development.
Don’t Reinvent the Wheel: A Developer’s Guide to AI Reusability
Every great innovation brings on new challenges, and AI is no exception. As technology leaders instruct their workforces to default to using AI in their day-to-day tasks and as AI workflows become increasingly critical to software engineering practices, a familiar challenge persists: reusability. There are libraries, packages and shared components available for reuse with traditional […]
Opsera Adds AI Agent Capable of Analyzing Quality of Code Generated by AI Tools
Opsera today added an artificial intelligence (AI) reasoning agent to its platform that is specifically trained to surface in real time how DevOps teams are deriving value from investments in AI coding tools. At the same time, Opsera is adding to its namesake platform for managing and automating DevOps workflows an ability to integrate with […]
Analysis Identifies 10 AI Coding Tool Behaviors That Ignore Best Software Engineering Practices
An analysis of more than 300 open source repositories published today by Ox Security, a provider of an application security posture management (ASPM) platform, identifies 10 systematic behaviors of artificial intelligence (AI) coding tools that ignore established best practices for software engineering. Eyal Paz, vice president of research at OX Security, said that while policies […]
Harness Adds Vibecoding Tool to Migrate Databases Within DevOps Workflows
Harness adds an AI-powered vibecoding tool to automate database migrations via natural language, integrating seamlessly with its CI/CD DevOps platform.
The Agentic AI-Driven Future of Telemetry
Telemetry is evolving from passive data to AI-grade fuel. Learn how agentic telemetry fuses human and machine context to power self-healing, intelligent systems.
Before You Go Agentic: Top Guardrails to Safely Deploy AI Agents in Observability
Observability platforms are evolving from passive monitors to active participants. Agentic AI promises a self-healing infrastructure that detects anomalies and fixes issues before users notice, reducing resolution time from hours to minutes. The potential is transformative, turning observability from reactive alerting into proactive, intelligent operations. But with that promise comes risk. Autonomous agents can misdiagnose […]
The Breakneck Future of Codegen: Why AI SWE Must Be Matched with AI SRE
AI codegen is transforming software development — but as speed and complexity increase, so does fragility. AI for site reliability will need to keep pace to avoid system breakdown and engineer burnout.
The Developer’s Guide to Agentic AI: The Five Stages of Agent Lifecycle Management
Discover how AI agents evolve from task executors to adaptive, self-improving systems through Agentic Lifecycle Management, driving agility and innovation.
Cycode Previews Ability to Identify AI Tools and Platforms Used to Write Code
Cycode today announced it is providing early access to a capability that identifies which artificial intelligence (AI) coding tools are being employed by application developers in addition to adding an AI Bill of Materials (AIBOM) that also identifies what underlying technologies, such as large language models (LLMs), are being invoked. Devin Maguire, senior product marketing […]
How Software Engineers and Students Use AI to Move Faster than Ever (Without Breaking Things)
We’re living through the AI revolution — or more accurately, the age of augmented intelligence. From agentic AI tools transforming software development to AI-native education shaping the next generation, super{set} explores how developers, students, and businesses can harness AI to amplify human potential and innovation.
Survey Sees Developers Embracing AI Faster than Project Leaders
A survey of 1,129 developers and 50 project managers suggests that individual developers are significantly further ahead when it comes to embracing AI than managers of application development projects. Conducted by BairesDev, a provider of software development services, the application developers surveyed said they are now saving on average 7.3 hours of work per week, […]
ChatGPT Developer Mode: Full MCP Access with Serious Responsibilities
OpenAI recently released Developer Mode for ChatGPT, and it’s not for everyone. This beta feature provides full Model Context Protocol (MCP) client support, granting complete access to both read and write operations across your connected tools. But here’s what you need to understand up front: this is powerful, and it’s dangerous. What Developer Mode Actually […]
Massive VS Code Secrets Leak Puts Focus on Extensions, AI: Wiz
Researchers with cybersecurity firm Wiz earlier this year discovered, almost by chance, a significant supply chain risk and massive secrets leak in the Visual Studio Code and OpenVSX marketplaces that they said put a focus on the ongoing security issues presented by extensions and plugins. In their months-long investigation with Microsoft, the researchers found that […]
Survey Surfaces Widespread Adoption of AI to Improve DevSecOps
A global survey of 1,015 IT professionals with responsibility for application security finds more than three quarters (77%) are using artificial intelligence (AI), with another 13% considering adoption. Conducted by Fastly, a provider of a content delivery network (CDN) service, the survey also finds 25% of survey respondents using AI have fully integrated into their […]
How to Eliminate DevOps Toil Using Automation Scripts
Engineering teams spend nearly 15 hours a week on repetitive DevOps toils that drain productivity. This guide explains how to identify high-impact automation opportunities, apply the 15-minute rule, and build sustainable script-based solutions that eliminate toil and free teams for innovation.
Atlassian Makes AI Coding Agent Generally Available
Atlassian launches Rovo Dev, an AI coding agent for writing, reviewing, and planning code, bundled with Bitbucket, Compass, and DX in the new Software Collection.
Coding Agent Teams: The Next Frontier in AI-Assisted Software Development
Developers are moving beyond single AI coding assistants to teams of specialized agents, boosting speed, scalability, and collaboration in software development.
Whose Ops is it Anyway? How IDPs, AI and Security are Evolving Developer Culture
It was only a few years ago that perhaps the biggest hurdle for DevOps advocates was convincing leadership that it was worth the investment. That conversation has since shifted. In most organisations today, the value of faster releases, tighter feedback loops, and closer collaboration between development and operations is obvious. The challenge is no longer […]
Gemini CLI Extensions Bring Customization to the Command Line
Google’s Gemini CLI extensions framework enables developers to integrate external tools like Figma, Stripe, Postman, and Dynatrace directly within the terminal. Built on the Model Context Protocol (MCP), the system reduces context switching and boosts DevOps productivity through AI automation.
Developer Experience: Overcoming 6 AI-Induced Challenges
The use of artificial intelligence brings high hopes and expectations in the technological world, promising changes to the way businesses operate. A staggering 79% of companies are now or will be using AI within the next year, according to an August 2025 survey from OpenText and the Ponemon Institute. AI’s rise is especially prevalent in the software development sector, and in particular in the area of developer […]
Spacelift Adds Open Source AI Vibecoding Tool to Provision Infrastructure
Spacelift today unfurled an open source agentic artificial intelligence (AI) framework for managing infrastructure that eliminates the need for a developer to write any Terraform or OpenTofu code. Marcin Wyszynski, chief research and development officer for Spacelift, said instead of generating code Spacelift Intent translates requests directly into an application programming interface (API) that interacts […]
How Can the Usage of AI Help Boost DevOps Pipelines
AI is revolutionizing DevOps by making CI/CD pipelines smarter, self-learning, and more efficient — enabling faster, secure, and automated software delivery.