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The latest AI news, analysis and insights from DevOps.com.

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AI

Block Details Builderbot Framework for Orchestrating AI Agents Across SDLC

The software engineers at Block have developed an orchestration layer they are using to manage artificial intelligence (AI) agents that have been trained to automate multiple tasks across their software development lifecycle (SDLC). Based on goose, an open source agent framework the company developed and contributed to the Agentic AI Foundation (AAIF), the Builderbot orchestration […]

Mike Vizard · Jul 7, 2026
AI

Beyond Automation: Building Accountability for AI Agents

The conversation around AI agents has evolved remarkably quickly. Not long ago, most organisations were still experimenting with prototypes and controlled use cases, trying to understand where these systems might fit within existing operations. Today, that conversation has changed. Agents are increasingly being deployed into production environments where they can write code, interact with customers, […]

Linda Oraegbunam · Jul 7, 2026
AI

Novee Uncovers Cordyceps: The Latest Threat to CI/CD Pipelines

A newly discovered supply chain security flaw is once again putting a spotlight on inherent weaknesses in CI/CD pipelines and the growing interest among cyberthreat actors to exploit them. Security researchers with Novee, an AI penetration testing platform provider, wrote about Cordyceps, an exploitable pattern in the open source supply chain that can allow attackers […]

Jeff Burt · Jul 6, 2026
AI

Z.ai Debuts ZCode to Compete With GitHub Copilot, Cursor and Anthropic

Chinese AI developer Z.ai has introduced ZCode, a desktop application that automates software development tasks, positioning the platform to compete with established coding platforms from Anthropic, GitHub and Cursor. The company built ZCode, which it calls an Agentic Development Environment, around its recently released GLM-5.2 LLM. Rather than functioning as a traditional coding assistant that […]

James Maguire · Jul 2, 2026
AI

Lightrun Adds Ability to Assess Impact Pull Request Will Have in Production

Lightrun is providing early access to an ability to verify whether a pull request (PR) will actually run in a production environment as part of its artificial intelligence (AI) platform for automating site reliability engineering (SRE) workflows. Company CTO Leonid Blouvshtein said the Runtime Aware PR Verifier enables DevOps teams to assess the impact a […]

Mike Vizard · Jul 2, 2026
AI

Reliability Comes From the System, Not the Agent

One of the most common questions executives ask right now sounds straightforward: is the agent reliable enough yet? It feels like the right place to start, but the framing quietly points people in the wrong direction because it assumes something about reliability that has rarely been true in complex systems. When people ask whether an […]

Andrew Filev · Jul 1, 2026
AI

Ornith Models Automate Agentic Coding With Self-Scaffolding

Ornith, a new family of open source LLM models from the DeepReinforce research collective, takes a novel approach to executing coding and debugging tasks: It generates an architectural framework to give the user’s harness a structured instruction set – a scaffold – to create an agent to complete the job. Available in a set of […]

Joab Jackson · Jul 1, 2026
AI

OpenAI Expands Into Developer Hardware With Codex Micro Keyboard

OpenAI is preparing to launch its first branded hardware product, but rather than entering the crowded consumer device market, the company is starting with a tool designed specifically for software developers. The company has scheduled a July 15 unveiling for Codex Micro, a compact input device created in partnership with keyboard manufacturer Work Louder. OpenAI […]

James Maguire · Jun 30, 2026
AI

Mozilla Shows the Danger of Indirect Prompt Injections in AI Coding Agents

A clean GitHub repository that contains no malicious code can launch an attack and fully compromise a developer’s systems by using indirect prompt injections to trick AI-powered coding agents like Anthropic’s Claude Code into taking steps that hand control to attackers and expose a wide range of secrets. In a proof-of-concept (PoC) attack, Mozilla 0DIN […]

Jeff Burt · Jun 30, 2026
AI

Harness Adds Autonomous AI Agents to Automate DevOps Workflows

Harness today is providing DevOps teams with an ability to build and deploy autonomous artificial intelligence (AI) agents that automate the delivery of code to production environments. Trevor Stuart, a senior vice president and general manager at Harness, said the Autonomous Worker Agents eliminate the need for fixed scripts with custom AI agents or ones […]

Mike Vizard · Jun 30, 2026
AI

AI Coding Costs Could Exceed Developer Salaries, Gartner Warns

Enterprises rapidly adopting AI coding assistants may eventually face an unexpected financial reality: the AI tools could cost more than the developers using them. According to new research from Gartner, spending on AI coding agents is on track to surpass the average software developer’s salary by 2028, driven by the rapid growth of LLM token […]

James Maguire · Jun 30, 2026
AI

Survey: More AI Code Running in Production Environments with Caveats

A global survey of 309 software engineering leaders, published today, finds 81% of organizations have to some degree reworked development and release processes to accommodate code generated using artificial intelligence (AI) coding tools. However, only 45% said their organization is running any of that code in production environments. Conducted by Dimensional Research on behalf of […]

Mike Vizard · Jun 30, 2026
AI

Your AI Testing Framework Might Be Passing Tests It Should Be Failing

Engineering teams are not evaluating whether AI belongs in their testing workflows anymore, but are discovering, sometimes painfully, that the architectural decisions they made when integrating it are the ones that will determine whether it improves their release confidence or quietly erodes it.

Saqib Jan · Jun 30, 2026
AI

Attackers Exploit SimpleHelp Flaw to Steal Info from AI Coding Assistants, Clouds

Threat actors are exploiting a known security flaw in the SimpleHelp remote monitoring and management (RMM) software to drop two previously unknown pieces of malware that can compromise a broad range of systems and steal massive amounts of sensitive data. Researchers with Blackpoint Cyber’s Adversary Pursuit Group said they detected an intrusion in which the […]

Jeff Burt · Jun 29, 2026
AI

Survey Surfaces Rise in IT Incidents Attributable to AI Coding Tools

A survey of 406 IT decision makers at organizations with more than 250 employees in North America finds 93% have experienced at least one infrastructure incident caused by reliance on artificial intelligence (AI) tooling. Conducted by Panterra Group on behalf of Spacelift, a provider of a platform for automating the management of infrastructure-as-code (IaC), the […]

Mike Vizard · Jun 29, 2026
AI

Akrites: The Latest Attempt to Protect Open-Source From AI Attacks Has Arrived

Akrites, a new Linux Foundation initiative backed by many of the world’s largest tech and financial firms, is the industry’s latest attempt to get ahead of AI‑accelerated software supply chain risks by hardening critical open source projects before attackers can exploit them. On June 25, the Linux Foundation unveiled Akrites, a coordinated industry program designed […]

Steven J. Vaughan-Nichols · Jun 25, 2026