The open source library holding up your stack might have one maintainer
Every serious software product runs on code that someone else wrote and released for free. A web service leans on a cryptography library, a data pipeline pulls in a parser, …
AI-generated code risks reach security, legal, and compliance teams
Most engineering organizations write code with AI, and a good number of them keep that code away from customers. A Flux survey of engineering leaders and practitioners found …
Senior engineers are spending their week cleaning up AI-generated code
At most U.S. technology companies, machines now write the bulk of the code that ships each week. The engineer’s job has shifted toward reviewing what the AI produces, …
Building reusable workflows with custom agents in Copilot CLI
Developers spend much of their working time in the terminal, generating commands, debugging issues, and running scripts close to their systems. Repeated terminal work tends to …
The security questions around Chinese AI coding models in U.S. software
Software developers across the United States are using AI models built in China to write, debug, and review code, drawn by prices below those of American alternatives. These …
GitHub Copilot app launches as desktop home for AI coding agents
GitHub introduced the Copilot app, a desktop application built for working with AI coding agents, at Microsoft Build 2026. The release expands GitHub’s Copilot product …
AI frenzy feeds credential chaos, secrets leak through code, tools, and infrastructure
Code keeps moving through pipelines, and credentials continue to surface alongside it. GitGuardian’s State of Secrets Sprawl 2026 puts the count at 28.65 million new hardcoded …
OpenAI released GPT-5.3-Codex-Spark, a real-time coding model
OpenAI has released a research preview of GPT-5.3-Codex-Spark, an ultra-fast model for real-time coding in Codex. It is available to ChatGPT Pro users in the latest versions …
GitHub enables multi-agent AI coding inside repository workflows
GitHub has expanded Agents HQ, enabling AI coding agents such as GitHub Copilot, Claude by Anthropic, and OpenAI Codex to execute development tasks directly within GitHub and …
OpenAI releases Codex macOS app for agent-based software development
OpenAI has launched the new Codex app for macOS, a dedicated workspace for managing multiple AI coding agents in parallel. The app is designed to help developers reduce …
Unbounded AI use can break your systems
In this Help Net Security video, James Wickett, CEO of DryRun Security, explains cyber risks many teams underestimate as they add AI to products. He focuses on how fast LLM …
AI code looks fine until the review starts
Software teams have spent the past year sorting through a rising volume of pull requests generated with help from AI coding tools. New research puts numbers behind what many …
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