Why Contact Enrichment Belongs in Your Application Architecture, Not Your Sales Workflow
Most B2B applications collect incomplete data by design. A lead form captures a name and company. A recruiting tool surfaces a LinkedIn profile. An event registration system logs an email address and job title. The record enters your system and sits there, half-formed, waiting for someone to manually fill in the gaps before it can […]
Claude’s Code Quality Conundrum Continues
Anthropic admits to a month-long degradation in Claude’s output due to reasoning “effort” tradeoffs, cache bugs, and verbosity prompts. As Opus 4.7 rolls out with mixed developer reviews, the company is doubling down on “frontier safety” with the restricted Mythos model while leaning on high-profile advisors like Rishi Sunak to navigate global AI regulation.
How to Manage Operations in DevOps Using Modern Technology
How modern DevOps teams manage operations using automation, observability, AIOps and self-service to reduce toil and improve reliability.
GitHub Halts Copilot Growth as AI Coding Costs Outpace Subscriptions
GitHub has suspended new sign-ups for several of its Copilot subscription tiers, a decision that follows a surge in demand driven by agentic coding workflows, which consume far more compute resources than earlier models of AI assistance. The company confirmed that new subscriptions for Copilot Pro, Pro+, and Student plans are paused, while existing users […]
Musk’s SpaceX Targets AI Dominance with $60 Billion Cursor Deal
Elon Musk’s SpaceX has struck a deal with artificial intelligence (AI) coding sensation Cursor that gives SpaceX the right to acquire the startup for $60 billion later this year or, alternatively, pay $10 billion for a collaborative partnership. The announcement, made Tuesday via Musk’s social media platform X, positions the newly formed “SpaceXAI” to challenge […]
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 […]
SUSE Extends AI Agent Reach via MCP Server Integration
SUSE collaborates with AWS, n8n, and others to enable AI agents to manage IT infrastructure via Model Context Protocol (MCP) integrations in Rancher Prime and SUSE Multi-Linux Manager.
Critical Microsoft GitHub Flaw Highlights Dangers to CI/CD Pipelines: Tenable
A critical vulnerability in a popular Microsoft GitHub repository could allow a threat actor to easily exploit its CI/CD infrastructure to run arbitrary code in the repository and gain access to secrets, according to researchers with cybersecurity firm Tenable. In an advisory issued April 21, Rémy Marot, staff research engineer at Tenable, wrote that “by […]
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 […]
Eclipse Foundation Unfurls Managed VSX Registry Service
The Eclipse Foundation launches a paid Open VSX Managed Registry to help industry partners sustainably fund the infrastructure behind VS Code extensions.
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 […]
Can Claude Agents Replace DevOps Teams? A Practical Reality Check
Are AI agents replacing DevOps engineers? Explore how tools like Claude are shifting DevOps from rigid automation to autonomous, adaptive systems, and why human judgment remains the critical link in managing system complexity and risk.
Leapwork Adds Agentic AI Capabilities to Deterministic Test Automation Platform
Leapwork this week revealed it is infusing agentic artificial intelligence (AI) capabilities into its test automation platforms to enable continuous validation across application testing workflows. Company CTO Rohit Raghuvansi said that as the pace of application development accelerates in the age of AI, it’s become apparent that test validation has become an even bigger software […]
OpenAI Expands Codex to Challenge Claude Code
The battle between the two leading AI developers seems to never stop. The newest chapter: OpenAI has released a major update to its Codex platform, repositioning the tool from a coding assistant into an automation layer operating across a developer’s environment. The release is clearly an effort to keep pace with Anthropic, whose multi-faceted Claude Code is gaining big […]
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.
Lightrun: IT is in the Dark Over Coding Assistant Runtime Visibility
Software runs, but sometimes it doesn’t… and that’s often down to a lack of runtime visibility in relation to platform engineering teams being able to trust coding assistants and AI-powered site reliability engineering (SRE) services.
Why Techstrong is Heading to Prague for SUSECON: Sovereignty, Open Infrastructure and the Future of AI
As enterprises worldwide rethink control of the stack in the age of AI, SUSECON lands at the intersection of sovereignty, open infrastructure and the next generation of enterprise platforms.
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.
Waydev Adds Ability to Track How Much AI Code Winds Up in Production
Waydev revamps its engineering intelligence platform to track AI coding tool ROI, helping DevOps teams measure code quality, acceptance rates, and costs.
GitHub Introduces Stacked PRs to Ease Review Bottlenecks
GitHub’s new Stacked Pull Requests feature restructures how developers submit and review changes by allowing large code updates to be broken into smaller, interdependent units. With Stacked PRs, each unit can be reviewed and merged individually while still contributing to the overall feature set. The approach helps developers shift away from monolithic pull requests, which […]