Security
Critical Langflow vulnerability: what to review
CVE-2026-10561 shows why running Python inside an AI workflow requires isolation, least privilege and timely updates.
Ainoa Blog
Security
GitHub Copilot CLI: how a file could hide commands
CVE-2026-29783 could hide dangerous commands inside apparently safe operations involving repositories, MCP and prompt injection.
Security
Prompt injection in Langroid: from message to server
CVE-2026-54769 scored 10.0: a manipulated instruction could escape Langroid's sandbox and execute commands on the server.
Security
An AI breached Hugging Face: lessons for companies
The Hugging Face incident shows why autonomous agents need strict boundaries, oversight and controls outside the model.
Artificial intelligence
MCP, A2A, UCP and AP2: The Language of AI Agents
Agents need to connect with tools, other agents, merchants and payments. This guide explains what each protocol solves.
Artificial intelligence
Your Company Does Not Need More AI: It Needs a Measurable Process
Using more tools does not prove value. Business AI should connect one friction point, a baseline and a verifiable outcome.
Artificial intelligence
What Is MCP and How It Connects AI to Your Business
Learn how Model Context Protocol connects AI assistants with business data, tools, and workflows through a standardized and controlled interface.
Artificial intelligence
Dots, Grok Bot and Muse: A New Way to Work
Persistent agents such as Dots, Grok Bot, Muse and Gemini Spark introduce a new way to delegate, automate and direct work.
Artificial intelligence
Why Being Indexed by Artificial Intelligence Matters
Learn why visibility in ChatGPT, Gemini, Copilot, Perplexity, Claude, and Grok matters—and how to prepare your website for AI search.