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GitLab Tightens Rate Limits as Coding Agents Drive Demand
GitLab is introducing new rate limits for its cloud-based DevOps platform as growing demand from AI agents and automated development tools increases pressure on its infrastructure. The changes, which begin October 19, ...
Codex Sandbox Escapes Show Why Agent Guardrails Can’t Live Inside the Agent
Two patched OpenAI Codex vulnerabilities, Heapjack and Overpatch, exposed how coding agents can escape sandboxes and reach developer systems without approval prompts ...
Claude Code Adds AGENTS.md Fallback, Cutting Instruction File Sprawl
Claude Code now supports AGENTS.md, giving development teams a shared instruction format across multiple AI coding agents and reducing configuration drift ...
GitHub Separates Who Writes Code From Who Runs Your CI
GitHub’s new workflow execution protections let teams control who and what can trigger Actions workflows, reducing CI/CD attack paths and tightening pipeline security ...
US District Court Decision in AI’s Favor Worries Open-Source Developers
A federal appeals court handed GitHub, Microsoft, and OpenAI an important win in the first major appellate ruling over how AI coding tools can use open-source code. As we all know, all ...
Splunk Open Sources Token Meter Tool for Application Developers
Splunk’s open-source Token Meter gives developers real-time visibility into AI coding agent activity, token consumption and estimated costs across tools including Claude Code, Codex and Cursor ...
IT Outsourcing Versus In-House Development
The debate isn't new — but the stakes are. In 2026, the gap between companies that get this decision right and those that don't is measured in product cycles, burn rate, and ...
Why Your CI/CD Pipeline Is Your Most Unprotected Attack Surface
CI/CD pipelines often hold privileged credentials, execute third-party code and connect directly to production, making pipeline security one of the most overlooked risks in modern DevOps ...
Anthropic Adds a Coordinator to Claude Projects for Running AI Work in Parallel
Anthropic’s redesigned Claude Projects coordinates parallel Claude Code sessions, delegates work across branches and brings the results back through familiar pull-request review workflows ...
StackHawk Delivers Wingman to Fix Vulnerabilities as Developers Write Code
StackHawk this week launched Wingman, an artificial intelligence (AI) tool that makes it possible for application developers to automatically fix vulnerability issues as code is being written. Wingman is designed to install ...
Harness Previews Revamped Platform for the Agentic Engineering Era
Harness today previewed a revamped user interface for its platform for managing software deployments that makes it simpler for software engineers to manage teams of artificial intelligence (AI) agents using a forthcoming ...
How I Consolidated Duplicate Delivery Pipelines With Parameters and Build Tags
Two modules in a repository had near-identical Azure DevOps build and release definitions. A third would have required another pair. The delivery chain used five definitions: one change decider, two builds, and ...

