The Trust Problem With AI Agents in Production Pipelines
AI agents boost DevOps pipelines, but confident failures create risk. Here’s how to design for calibrated trust and human oversight.
Arm Adds Free Toolkit to Analyze AI Agent Performance
Arm this week made available a free toolkit for analyzing agentic artificial intelligence (AI) workloads as they are being developed by DevOps and platform engineering teams. Earlier this year, Arm unveiled a 3nm processor based on its Neoverse V3 architecture that is specifically designed for AI workloads. The Arm Performix toolkit provides system-wide analysis across […]
LocalStack Adds Ability to Visually Debug AWS Apps on Local Machines
LocalStack today announced it has extended its ability to simulate Amazon Web Services (AWS) environments to provide an ability to debug applications before deploying them. Colin Neagle, head of marketing for LocalStack, said App Inspector makes it possible for developers to debug their applications running in a simulated AWS environment inside a container on a […]
A Day with Developer Assist: Faster Fixes, Cleaner Commits
Security tools promise to help developers. In practice, many of them just relocate the burden. The vulnerability still needs to be understood, researched, and fixed, only now the developer is doing it across two or three tools instead of one, hours or days after they wrote the code in question. The real test of an […]
GitHub Faces Scaling Issues as AI Development Surges
It appears that GitHub has its hands full adjusting to the demands of scaling AI workloads. First, the company paused sign-ups for its Copilot subscription tiers in response to a wave of demand from agentic AI projects. Then it shifted to usage-based pricing to, again, better align revenue with the heavy compute demands of AI […]
OpenAI Debuts Symphony to Orchestrate Coding Agents at Scale
OpenAI has unveiled Symphony, an open-source specification that shifts how software development teams deploy AI in workflows, moving from interactive coding assistance toward continuous orchestration of autonomous agents. Symphony reframes project management tools as operational hubs for AI-driven coding. Rather than prompting an assistant for individual tasks, developers assign work through issue trackers, allowing agents […]
The Code Doesn’t Care Who Wrote It: Why Context, Not AI Fear, Will Define Modern Application Security
AI has already arrived in the software development lifecycle, not as a pilot program or controlled experiment, but as an everyday reality.
GitHub Resets Copilot Pricing as AI Compute Costs Surge
The development community saw this one coming: GitHub will transition its Copilot service to a usage-based billing model on June 1, replacing its existing system of fixed subscriptions supplemented by premium request limits. As reported last week, GitHub suspended new sign-ups for several of its Copilot subscription tiers as it faced a surge in demand […]
Embracing the MCP Suck: Taming the Wild West of AI Protocols
The Model Context Protocol (MCP) is moving faster than the developer community can keep up with, racing past its original design parameters and leaving teams scrambling to build clients that can match its pace. The result is an ecosystem where the protocol itself keeps shifting under everyone’s feet, and where the tooling, conventions and security […]
Ten Great DevOps Job Opportunities
DevOps.com is now providing a weekly DevOps jobs report through which opportunities for DevOps professionals will be highlighted as part of an effort to better serve our audience. Our goal in these challenging economic times is to make it just that much easier for DevOps professionals to advance their careers. Of course, the pool of […]
Agentic AI for Defense: How Checkmarx Turns Security into a Coding Partner
“AI-powered” has become the default label for every security tool on the market. But there’s a meaningful difference between a tool that uses AI to generate alerts after the fact and one that actively participates in development, preventing vulnerabilities as code is written. That difference is what separates reactive AI from agentic AI. And it […]
AI Agents in DevOps: Hype vs. Reality in Production Pipelines
The demos look super cool! An AI agent detects a failing deployment, rolls it back, opens a GitHub issue, and notifies Slack — all before the on-call engineer has finished reading the alert. If you’ve been following the DevOps tooling space over the last 18 months, you’ve probably seen some version of this pitch. But […]
DevOps Experience 2026: The DevOps Community Confronts the Agentic AI Race
Agentic AI is rapidly entering DevOps pipelines, platform engineering platforms and cloud-native infrastructure. DevOps Experience 2026 brings the community together to decide which tools matter, how they should be governed and what comes next. The DevOps ecosystem is entering one of its most consequential transitions since the rise of CI/CD. Across the industry, vendors are […]
Grafana Labs Extends Observability Reach Deeper Into AI
Grafana Labs debuts Grafana 13, a specialized AI application observability platform, and an MCP-powered AI agent at GrafanaCON 2026 to streamline telemetry across complex cloud-native environments.
Coralogix Taps Skyflow to Anonymize Log Data Using Tokens
Coralogix and Skyflow have allied to protect sensitive log data that DevOps teams might inadvertently expose while investigating incidents or as data is shared with downstream applications. Skyflow has developed a platform that instead of eliminating or masking sensitive data applies tokens to enable that data to be searchable and auditable while preserving privacy. Coralogix […]
Ten Great DevOps Job Opportunities
DevOps.com is now providing a weekly DevOps jobs report through which opportunities for DevOps professionals will be highlighted as part of an effort to better serve our audience. Our goal in these challenging economic times is to make it just that much easier for DevOps professionals to advance their careers. Of course, the pool of […]
Claude Code Routines: Anthropic’s Answer to Unattended Dev Automation
Anthropic’s Claude Code Routines let dev teams automate scheduled tasks, GitHub events, and API-triggered workflows from managed cloud infrastructure.
OpenAI Upgrades Its Agents SDK With Sandboxing and a New Model Harness
OpenAI’s updated Agents SDK adds sandboxing and a model-native harness, giving enterprises a more controlled way to build and deploy long-horizon AI agents.
From Code to Cloud: How Full-Stack Developers are Taking Over DevOps
Full-stack developers are taking on DevOps, using CI/CD, Docker and Terraform to own the software lifecycle from code to cloud.
FinOps Isn’t Slowing You Down — It’s Fixing Your Pipeline
Stop firefighting cloud costs weeks after deployment. Learn how to “shift cost left” by integrating cost estimates and policy-as-code directly into your DevOps workflows using tools like Terraform and GitHub.
GitHub Copilot Pulls Drawstring On Tighter Developer Usage Limits
New limits for GitHub Copilot come as no surprise. To roll out over the next few weeks, at the time of writing, two usage limit restrictions will come into place.
Ten Great DevOps Job Opportunities
DevOps.com is now providing a weekly DevOps jobs report through which opportunities for DevOps professionals will be highlighted as part of an effort to better serve our audience.
Mallory Launches AI-Native Threat Intelligence Platform, Turning Global Threat Data Into Prioritized Action
Austin, Texas, United States, 9th April 2026, CyberNewswire