A real-world DevOps and cloud transformation story showing how automation, observability, and cultural change improved reliability and delivery.
Author: drweb
A new global survey from Leapwork underscores a growing tension in software development: while AI is widely viewed as essential to the future of testing, many teams remain hesitant to rely on it for mission-critical workflows. Based on responses from more than 300 engineers and IT decision-makers, the research indicates that enthusiasm for AI-enabled testing is high. […]
Based on Docker’s State of Agentic AI report, a global survey of more than 800 developers, platform engineers, and technology decision-makers, this blog summarizes key findings of what’s really happening as agentic AI scales within organizations. Drawing on insights from decision-makers and purchase influencers worldwide, we’ll give you a preview on not only where teams are seeing early wins but also what’s still missing to move from experimentation to enterprise-grade adoption. Rapid adoption, early maturity 60% of organizations already have AI agents in production, and 94% view building agents as a strategic priority, but most deployments remain internal and focused…
A while back I wrote a quick post on setting up key mappings in Visual Studio Code…they make presenting (and generally working) in Visual Studio Code really smooth.But one thing that kinda bugs me is the location of the terminal…I’ve always had it at the bottom, which is generally fine, and I know you can move it around (top, right, left)…however I’ve found that when presenting, space is at a premium. I bump up the font size and this can result in a lot of scrolling through results in the terminal, which ain’t great.But what if we could have a…
AWS Agent Plugins give coding agents the skills to architect, estimate costs, and deploy to AWS. Type “deploy to AWS” and the agent handles the rest.
In traditional software, requirements are static design-time artifacts. In AI-enabled systems, they must be continuously observed and enforced in production. Learn how AI collapses the boundary between design-time and runtime, shifting requirements toward behavioral constraints, continuous verification, and shared ownership across engineering and operations
Enterprises face unique challenges in software testing that go far beyond what small teams encounter. Large organizations deal with complex systems, multiple platforms, and constant updates that require more than basic testing tools. Specialized test automation solutions become necessary because generic tools cannot handle the scale, speed, and complexity that enterprise environments demand. Standard testing approaches quickly break down as companies grow. Manual testing takes too much time and misses critical bugs in large applications. Basic automation tools lack the features needed to test across different platforms, connect with development pipelines, and provide the detailed insights that executives need to…
Explore the emerging crisis in application delivery caused by tool fragmentation in modern software development. This article discusses the need for semantic interoperability, context preservation, and a shift from linear pipelines to graph-based architectures to enhance efficiency and reduce cognitive load for developers
Jan 30, 2026 Docker Sandboxes: Run Claude Code and Other Coding Agents Unsupervised (but Safely) Secure sandboxes for Claude Code, Gemini, Codex, and Kiro. Run coding agents with microVM-based isolation. Srini Sekaran and Eric Jia Read now
Friends, last week I was sitting in a coffee shop and a young developer came up to me. He said, “Pinal bhai, I built an entire application last weekend and I did not write a single line of code myself.” I looked at him. I thought he was joking. He was not joking. He showed me the app on his phone. It was working. It was clean. And he built it by simply talking to an AI. That is vibecoding. And trust me, once you understand it, you will not look at software development the same way again.Today I am…