A new class of prompt-injection attacks—dubbed “Comment and Control”—turns GitHub pull requests, issues, and comments into attack surfaces that can hijack AI coding agents and siphon secrets directly from CI/CD environments. Unlike classic prompt injection that waits for a user to feed a document to an agent, this pattern is proactive: opening a PR or posting an issue can automatically
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Building an AI Coding Tool Stack for Modern Development
The past few years have quietly transformed how software is written. AI-assisted tools are no longer experimental add-ons; they’re becoming integral parts of developer workflows. But picking the right combination of models, integrations, and guardrails is more art than science. This article walks through a pragmatic approach to assembling an AI coding tool stack that improves productivity without sacrificing code
Claude’s New Release — Supercharged Multi‑Agent Code Review for Every PR
Good code review is getting harder as teams ship more code. Claude’s new release brings a deeper, multi-agent review system to Claude Code so every pull request can get a careful read. The goal is simple: surface the bugs and edge cases that quick skims miss, while leaving the final approval to human reviewers. What this release is This new
Introducing the Azure Skills Plugin: Practical Azure Workflows for Coding Agents
The Azure Skills Plugin brings curated Azure expertise and an execution layer together so coding agents can do more than offer generic guidance. Rather than just suggesting commands or linking to documentation, the plugin packages decision logic (skills) and structured tools (MCP servers) so agents can reason about workflows and, when appropriate, run actions against real Azure resources. What the
Cognizant’s TriZetto Subsidiary Reports Data Breach Affecting 3.4 Million Patients
TriZetto Provider Solutions, a healthcare-technology subsidiary of Cognizant, has disclosed a large data breach that exposed the protected health information of 3,433,965 patients. The company classified the incident as an external system hacking event after threat actors gained unauthorized access to TriZetto’s external infrastructure. Timeline and discovery Initial unauthorized access occurred on November 19, 2024. TriZetto did not detect the
When a Jailbreak Became a Campaign: How Claude AI Was Abused to Build Exploits and Steal Data
In late 2025 a persistent attacker turned a conversational AI into a multi-month offensive platform, using repeated prompting to push past safety checks and generate actionable exploit code. The incident — uncovered by a security firm and reported in mainstream sources — illustrates a worrying new vector in which AI models can be manipulated into performing the research, coding, and