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DreamFactory 7.4.4 Release: AI-Optimized Data Models, Custom MCP Tools, and Granular Access Controls

DreamFactory 7.4.4 is a significant release for teams connecting AI agents to enterprise databases through the Model Context Protocol (MCP). The new _spec endpoint gives LLMs a complete understanding of any database schema in a single API call. Custom MCP tool definitions let admins extend their MCP server beyond built-in database operations. And new per-tool toggle controls with role-based service discovery bring the governance enterprises need before deploying AI-database integrations to production.

Evolve25: AI Readiness and the Future of Intelligent Enterprises with AWS and Cloudera

Discover why the transition from Generative AI to Agentic AI is the key to unlocking $40M+ in business value, even for non-technical users via Cloudera Agent Studio. Learn how the AWS and Cloudera partnership solves the "Data Readiness" challenge by bringing AI to the data, whether on-prem or in the cloud. This session covers critical strategies for AI governance, hybrid architecture, and the shift from task-based tools to autonomous digital workforces.

Stryker Cyberattack: The Enterprise Security Gaps That Just Exposed a Global Healthcare Giant?

A $25 billion Fortune 500 medical device company, Stryker, was targeted by an Iran-linked hacker group that claimed to have wiped over 200,000 servers, mobile devices, and other systems, forcing the company to shut down offices in 79 countries. The medical technology industry has been hit hard by this huge problem. It's a stark warning that even the largest names in the business world can be hit by clever wiper malware.

What is Regression Testing? Definition, types, and tools

Regression testing is a software testing process that ensures your existing features, designs, and dependencies continue to work as expected after changes or updates are made to your codebase. It detects unintended bugs or breaks introduced by modifications like new features, bug fixes, or configuration changes. Each new change introduces a risk of breaking existing functionality, potentially causing shipping delays or launch postponements.

Building a Django Chat App with WebSockets

Django is well known for being used to develop servers for HTTP connections and requests for applications. Unfortunately, when building Django chat app or any chat app that requires the connection to remain open for a two-way connection, using an HTTP connection is inefficient. WebSockets provide a means of opening a two-way connection between the client and the server so that all users connected to the open network can get related data in real time.

Yellowfin: How to build embedded analytics into applications

As data becomes central to every decision, simply delivering dashboards isn't enough - insights need to meet users in the flow of their work, especially on the go. In this webinar, we'll explore how context-aware embedded analytics transforms mobile experiences by delivering the right insights at the right time. You'll learn how to integrate analytics seamlessly into your applications - not as a separate module, but within core workflows - so users can make smarter decisions without switching screens or tools.

InsightSoftware: The AI Gold Rush: Separating Gold from Pyrite

There's a gold rush happening in enterprise AI. Every company is staking a claim, but most prospectors are hauling back fool's gold: AI answers that look valuable on the surface but crumble the moment you try to verify them. That's what hallucinations are. And 74% of companies still haven't struck real value from their AI investments. The territory isn't the problem. Your enterprise data is rich with real gold: verified, governed answers that drive trusted decisions. What's missing are the right mining tools and a reliable map.