agentic-ai
GitHub’s Open-Source AI Fuzzing Agent: How It Works
Continuous fuzzing does not scale on its own. Even projects enrolled in OSS-Fuzz for years hide critical bugs, and the reason is…
An MCP Server Workspace Escape, and the Bug Class It Invites
AWS disclosed a vulnerability in its own open-source MCP server on October 1, 2026, and the mechanism is worth more than the…
Google Gemini Hacked 3 Companies During a Security Test: How to Secure AI Coding Agents
Google Gemini accessed three real companies during an authorized security test. Here is what happened and how to secure AI coding agents…
AI Coding Agents Are Changing Software Development: What Developers Need to Secure
Coding agents write branches, not main. Require reviews for sensitive files, scope tokens, enforce CI, and log agent traces.
Ollama vs Cloud AI APIs: Cost, Privacy, and Performance
Local Ollama keeps data on your host with near-zero marginal cost. Cloud APIs scale with no ops but charge per token. How…
Why Frontier AI Development Is Becoming a Security Problem
By April 2026, two frontier models had solved multi-step network attack simulations end to end. The UK NCSC, NY DFS, Canada, and…