Blogs
Why More AI-Generated Tests Don’t Mean Better Testing
Every demo from an AI testing tool vendor ends with a promise to cut test design effort from hours to minutes. Surprisingly, one important question is missing from these conversati…
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206 articles

Blogs
Measuring developer productivity by AI token consumption risks higher costs, bloated code and misleading performance metrics.
Showing 1–24 of 206
Blogs
Every demo from an AI testing tool vendor ends with a promise to cut test design effort from hours to minutes. Surprisingly, one important question is missing from these conversati…
Blogs
Traditional monitoring can show an LLM-powered application as healthy even when it delivers incorrect answers. Drawing on experience at Varo Bank, this article explains why AI obse…
AI
A new Linux Foundation study finds that generative AI is delivering big productivity gains for open source software developers, but AI is also creating an influx of low-quality cod…
Blogs
Enterprise coding agent startup Factory announced it has raised $200 million at a $5 billion valuation, more than tripling its valuation from its last funding round five months ago…
AI
Debian’s new AI contribution policy avoids bans and mandatory disclosure, instead making developers responsible for reviewing AI-generated work and protecting sensitive data.
AI
Amazon’s recent report attributing a series of compromises of open source software libraries to a North Korea-backed threat group encapsulates many of the expanding cyber risks inc…
AI
JetBrains open-sources KotlinLLM, letting compiled Kotlin apps generate and persist LLM-written code at runtime instead of calling a model live.
Sponsored Content
Not long ago, some business leaders seemed to view enterprise search as a “nice-to-have.” Or, at the very least, they considered it more of a supporting utility than a strategic, b…
Blogs
AI has moved very quickly from experimentation to production. A few years ago, many organizations were still asking whether AI could improve their products or internal workflows. T…
API
Injecting GenAI into applications is deceptively easy. Need a new chatbot backed by an LLM? Grab an OpenAI API key and you can throw together an MVP in an afternoon. This is the pa…
Sponsored Content
The arrival of generative AI in the software development lifecycle (SDLC) is arguably the biggest shift in coding in decades. For development teams, tools like GitHub, Copilot, and…
AI
Generative AI is transforming software development at remarkable speed. But in a new paper written by two Microsoft executives, Azure CTO Mark Russinovich and Scott Hanselman, VP o…
Blogs
Open source is experiencing an “Eternal September” due to a massive influx of contributions fueled by AI. While this increases engagement, it overwhelms maintainers. GitHub is intr…
AI
Generative AI (GenAI) is revolutionizing DevOps by automating manual tasks, enhancing productivity, and reducing errors. By integrating GenAI, teams can streamline workflows and de…
Blogs
Software teams have always lived with a built-in tension – developers push to ship fast, while security teams pump the brakes to assess risk. Now, with AI flooding the enterprise,…
AI
As AI-driven development accelerates, open source software faces an uncomfortable paradox: Usage is rising while engagement, sustainability and community economics quietly erode. A…
Best of 2025
Generative AI, a subset of AI, is a new technology that can create content in different forms, such as text, images and videos. Integrating generative AI into DevOps practices can…
Best of 2025
In 2025, developers will broaden the scope of how they use AI with promising new applications for reducing technical debt and improving security.
Contributed Content
This week in Toronto, at the DevOps for GenAI Hackathon, something remarkable occurred: Industry professionals, academic leaders and learners representing top academic institutions…
Blogs
Alan reflects on a chaotic yet inspiring year in DevOps, highlighting the rise of AI in engineering, the maturation of DevSecOps, the evolution of hybrid work culture, the surge of…
Contributed Content
Toronto’s vibrant tech community is abuzz as the DevOps for GenAI Hackathon returns with John Willis, this time with ambitious new themes that reflect both global trends and unique…
AI
Vibe coding uses AI to write software fast — but without developer oversight, it can introduce security flaws, technical debt and compliance risks.
AI
Discover how AI agents evolve from task executors to adaptive, self-improving systems through Agentic Lifecycle Management, driving agility and innovation.