
Security Risks from AI Coding Agents Expand Beyond the Sandbox: Pillar
AI coding assistants have become an essential part of developers’ work, automating many of the repetitive tasks – think boilerplate coding and scaffolding – that in the past ate up a lot of their time. More jobs can now get done faster. That said, such agents also represent a significant security risk, making developers – […]

Signed, Attested, and Malicious: The Software Supply Chain Has a Deepfake Problem
A developer pulls a package from a reliable repo. It is signed, has provenance, and has been scanned. And then…it contains malware. That is no longer hypothetical. When the Miasma worm tore through the @redhat-cloud-services npm namespace in June, its malicious releases carried real SLSA provenance, because they were built in Red Hat’s own GitHub […]

Zero Trust Starts at the Code: Building Secure Systems with PKI and DevOps Automation
When a certificate expires, it can take down a production system, and teams usually only find out after something goes wrong. These issues are hard to catch because they rarely trigger alerts. Expired certificates often remain unnoticed in a config file or an old key until they cause trouble. Enterprise apps are no longer single, […]

Harness Extends DevOps Reach to the Realm of AI Agents
Harness today extended the reach of its core continuous integration/continuous delivery (CI/CD) platform to enable DevOps teams to build and deploy artificial intelligence (AI) agents. At the core of that capability are five additions to the Harness portfolio, including an AI Asset Catalog that automatically discovers every agent, skill, and plugin that exists within repositories […]

AI Moved the Bottleneck From Writing Code to Understanding and Trusting It
AI coding boosts velocity, but without stronger review, governance and codebase visibility, teams risk higher costs, security gaps and production failures. TL;DR

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 […]

xAI Open-Sources Grok Build Coding Agent After Cloud Upload Exposes SSH Keys, Repos
xAI has published the full source code for Grok Build, its terminal-based AI coding agent, on GitHub under an Apache 2.0 license. The release lands three days after a security researcher showed the tool quietly shipping entire developer repositories — SSH keys and password databases included — to a Google Cloud bucket xAI controls. The […]

HashiCorp Introduces tfpolicy, a Native Policy Framework for Terraform
HashiCorp’s new tfpolicy framework brings native policy-as-code governance to Terraform using HCL and lifecycle-aware infrastructure checks.

AI-Generated Code Is Cheap But the Context Infrastructure Behind It Is Not
The cost curve for generating code with AI has moved in one direction, and it has moved fast. What used to require a senior engineer’s full attention for an afternoon can now be scaffolded in minutes, and the price per token for the models doing it keeps falling. By the metric that dominated every early […]

Why You Need AI Agent Security Validation in Software Testing
Engineering teams have been racing for the last two years to deploy AI agents that can find bugs faster than any QA team ever could. Autonomous testing agents can crawl through codebases, identify vulnerabilities, and generate test coverage reports while developers finally get to take a breath. The irony is that while development teams enjoy […]

How AI in APM Spots Problems Before Users Do
A static alert at 80% CPU or a two-second response time threshold is an absolute judgment applied to a system that operates in relative terms. However, traffic patterns shift by hour, day, and season. Deployments alter performance baselines. External dependencies introduce latency profiles that no team fully controls. A fixed number stops being a reliable […]

Anaconda Acquires Kilo Code to Unify AI Development from First Prompt to Production
Anaconda Inc. has acquired Kilo Code, an open-source, model-agnostic platform that embeds artificial intelligence (AI) agents directly into developer workflows. The acquisition integrates Kilo’s rapid-growth community of over three million developers into Anaconda’s expanding enterprise AI-native development ecosystem. The transaction positions Anaconda to secure the entire software development lifecycle, from the developer’s initial prompt to […]

SmartBear Tightens Integration Between AI Coding and Testing Tools
SmartBear this week revealed it is narrowing the divide between coding and testing by integrating its platform with artificial intelligence (AI) coding tools. Sheryl Koenigsberg, senior vice president of product marketing at SmartBear, said integrations with AI coding tools from Anthropic, Atlassian, GitHub, and Amazon Web Services (AWS) will make it simpler for application developers […]

Anaconda Doesn’t Want to Be Just the Python Company Anymore
The question is no longer whether Anaconda wants to be more than the Python company. It is how much of the AI development stack DeSanto ultimately intends to own.

From AI Hype to AI Assurance: How Engineering Teams Can Safely Ship AI-Enabled Software
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. Today, the question is different: how can teams ship AI-enabled software safely, reliably, and responsibly? That shift matters because AI is no longer just a research project or […]

Atlassian Extends AI Reach of Jira Into Agentic Engineering Workflows
Atlassian today extended the scope of tasks that artificial intelligence (AI) can automate directly from its Jira project management software, including assigning work to an AI coding agent. Initially, Jira integration with AI coding tools includes Claude Code from Anthropic, Cursor, and GitHub Copilot, with support for Codex from OpenAI forthcoming. Software engineering teams can […]

GitHub API Abuse, ‘Ghost’ Accounts Part of Malicious Efforts to Map Organizations
Datadog researchers uncover months-long overlapping campaigns to scrape data about companies and their developers.

Why Developer Workstations Have Become a Critical Part of the Software Supply Chain
For years, software supply-chain security discussions focused on centralized infrastructure such as build servers, package registries, and CI/CD systems. Recent attacks suggest that this view is incomplete. The Megalodon campaign injected malicious GitHub Actions workflows into thousands of repositories, while a separate incident involving a malicious Visual Studio Code extension demonstrated how a single compromised […]

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 […]

‘HalluSquatting’ Compromises AI Coding Agents to Install Malware, Create Botnets
Hallucinations have been an ongoing problem since OpenAI first introduced its ChatGPT chatbot in November 2022, highlighting generative AI’s tendency to generate plausible but false or misleading information and its inability to just say “I don’t know.” They can lead to embarrassing or uncomfortable moments. However, security researchers in Israel have found that the large […]

IBM Bob Gets Multi-Agent Muscle and a Cost Dashboard for Enterprise Coding
IBM Bob adds multi-agent coordination, cost analytics, and modernization workflows for IBM Z, IBM i, and Java as AI governance takes center stage.

GitHub’s Redesigned PR Inbox Tackles the Review Bottleneck AI Created
GitHub’s redesigned pull requests dashboard is now GA, adding Inbox, saved views, and smarter filters as PR review queues grow.

SpaceXAI’s Grok 4.5 Undercuts Anthropic and OpenAI on Coding Agent Pricing
SpaceXAI’s Grok 4.5 undercuts Opus 4.8 on price, matching it on key coding benchmarks, and adds new safeguards against cybersecurity risks.
