AI failures do not fit neatly into a normal IT help-desk ticket. Use this practical AI incident response plan to detect, contain, assess, recover from and learn from harmful or unexpected AI behaviour.
AI Tools & Reviews
Product reviews, comparisons, best tools
Soup: The Open-Source Tool Making LLM Fine-Tuning Easier on Local Hardware
Discover Soup, an open-source CLI that simplifies LLM fine-tuning using YAML, QLoRA, and layer streaming. Learn how it can fine-tune an 8B model on GPUs with as little as 4 GB of VRAM.
Lumen YouTube Automation Agent: How AI Agents Can Run an End-to-End YouTube Content Workflow
Lumen YouTube Automation Agent shows how specialized AI agents can work together to automate the entire YouTube content workflow—from idea generation and script writing to thumbnails, SEO, publishing, and analytics. This open-source project is a practical example of how agentic AI is evolving from simple assistants into end-to-end workflow automation.
Gemini 3.7 Flash: Faster, Smarter AI for Enterprise Workflows and Agents
Google has introduced Gemini 3.7 Flash, its latest AI model designed for coding, intelligent agents, and … Gemini 3.7 Flash: Faster, Smarter AI for Enterprise Workflows and AgentsRead more
Google Agents CLI: From AI Agent Prototype to Production in One CLI
https://developers.googleblog.com/agents-cli-in-agent-platform-create-to-production-in-one-cli Google’s Agents CLI: Why One CLI Could Change How AI Agents Move from Prototype to … Google Agents CLI: From AI Agent Prototype to Production in One CLIRead more
Claude Design Is a Signal, Not Just a Product
Introducing Claude Design by Anthropic Labs Anthropic’s new visual collaboration tool reveals something bigger than a … Claude Design Is a Signal, Not Just a ProductRead more
RAGFlow: The Open-Source RAG Engine That’s Changing How AI Handles Knowledge
Imagine asking your company’s AI assistant about a policy buried 47 pages deep in a PDF … RAGFlow: The Open-Source RAG Engine That’s Changing How AI Handles KnowledgeRead more
AI Agent Trends in Financial Services (2026): How Intelligent Agents Are Reshaping the Industry
Download PDF Financial services organizations are entering a decisive phase of AI adoption. What began as … AI Agent Trends in Financial Services (2026): How Intelligent Agents Are Reshaping the IndustryRead more
Gemini 3 Deep Think: Advancing Scientific and Engineering AI Reasoning
Published on February 12, 2026 Today, Google AI and DeepMind unveiled a major upgrade to Gemini … Gemini 3 Deep Think: Advancing Scientific and Engineering AI ReasoningRead more
LangExtract: Gemini-Powered Information Extraction That Stays Grounded in Source Text
Unstructured text is everywhere—clinical notes, legal documents, customer feedback, and news. LangExtract is Google’s new open-source Python library that uses LLMs (including Gemini) to extract structured, schema-consistent data with traceability back to exact character offsets in the source.