AI
GhostApproval Flaw Featuring Decades-Old Feature Found in Six AI Coding Tools
Jeff Burt | | Adversa AI, AI coding agents, AI security risks, Amazon Q Developer, Anthropic Claude Code, Augment, CodeSignal, Cursor, GhostApproval, Google Antigravity, human in the loop coding, OpenAI Codex, SSH keys, symlinks, Unix, Windsurf, WizA security flaw found in six popular AI coding agents can let attackers abuse a decades-old feature in Unix to trick an AI agent into giving them control of a developer’s system ...
Multi-Model AI Debate: The New Way to Design Software Systems
How agentic workflows can automate architecture debates, compare tradeoffs and produce stronger software designs ...
Shadow Mode Continuous Integration: The Missing Test Layer for AI Agents
Autonomous agents require CI/CD pipelines that evaluate behavior, not just artifacts. Containerized shadow mode gives platform teams a practical control point: Run the agent in an isolated Docker environment, replay realistic workflows, ...
From Alerts to Intelligence: Building a Production Self-Healing System for Port-Down Failures
Big, distributed computing systems seldom have visible failures. Most of them start without any bang, frequently with a health-check disconnection, a failed TCP connection or a service port that is no longer ...
Self-Healing Infrastructure With Cognitive Automation: How LLMs and Ansible Transform Middleware Reliability
Infrastructure reliability has always been central to enterprise success, yet traditional automation methods often fall short in handling complex, dynamic environments. With the rise of large language models (LLMs), a new paradigm ...
Why AI-Driven Devops is Exposing the Limits of Traditional Toolchains and What Comes Next for Engineering Teams in 2026
The future belongs to adaptive systems that can learn, adjust and self-correct in real-time. Teams that invest in observability, modularity and AI-aware governance today will be positioned to thrive in this new ...
GitHub Copilot Bills Hit $800: Visual Studio’s June Update Adds Real-Time Usage Alerts and MCP Trust Checks
Visual Studio's June update adds real-time Copilot usage alerts and MCP server trust checks, responding to billing and agent security concerns ...
Former GitHub CEO Unveils Distributed Git Network Built for AI Coding Agents
As AI coding agents become a larger part of software development, a new startup founded by former GitHub CEO Thomas Dohmke is introducing infrastructure built to address the growing pressure on centralized ...
Pentagon Campaign Seeks Engineers for Defense AI and Software Modernization
The Pentagon has announced the launch of War Force, a recruiting campaign for software engineers whose work would support multiple defense AI and modernization projects. The campaign is being run in partnership ...
‘GitLost’ Flaw Lets Attackers Trick GitHub AI Agent Into Leaking Private Repos
Jeff Burt | | Acalvio, agentic AI guardrails, AI security, Anthropic Claude, Forcepoint, GitHub Agentic Workflows, indirect prompt injection, LLM, Markdown, Microsoft Copilot, Noma Security, private repository, public repositoryNoma researchers again show how easy it is to manipulate AI agents with malicious commands via indirect prompt injection attacks ...
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 ...
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 ...
