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From OpenAPI to MCP: A Practical Access Layer for AI Clients

From OpenAPI to MCP: A Practical Access Layer for AI Clients

Jul 16, 2026 By OpsMatters In OpsMatters
Connecting an AI client to a REST API looks simple until the first real production requirement appears. The client needs to discover operations, understand request schemas, authenticate safely, respect write restrictions, and handle credentials without copying them into every desktop configuration. A thin wrapper around HTTP rarely solves all of those problems.
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RK3588 Explained: Why This Rockchip Chip Powers So Many AI and Edge Devices

RK3588 Explained: Why This Rockchip Chip Powers So Many AI and Edge Devices

Jul 16, 2026 By OpsMatters In OpsMatters
The Rockchip RK3588 has quietly become one of the most widely adopted processors in single-board computers, mini PCs, and edge AI hardware - and it's not hard to see why once you look at what's packed into it. As reported by KiwiPi, the RK3588 is a system-on-chip that combines CPU, GPU, and a dedicated AI processing unit on a single die, letting manufacturers build compact devices without sacrificing performance across multiple workloads.
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Free AI Photo Editor Review: PhotoGenerator AI in 2026

Free AI Photo Editor Review: PhotoGenerator AI in 2026

Jul 16, 2026 By OpsMatters In OpsMatters
Photogenerator is a smart online tool that lets you create stunning, high-resolution photos using artificial intelligence. With this platform, you can describe any idea in words-like a product photo, a portrait, or concept art-and Photogenerator will turn your description into a polished image. It's super easy to use, and you don't need any special skills to start making impressive pictures.
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AI vs. AI: from alert fatigue to agentic cybersecurity

Jul 15, 2026 By Rootly In Rootly
AI is transforming cybersecurity on both sides of the battlefield. Attackers can now launch highly personalized phishing campaigns at scale and build malware capable of making autonomous decisions. At the same time, security teams are using AI agents to investigate alerts, reduce noise, and respond to threats faster. In this episode of Humans of Reliability, we speak with Nir Soudry, Head of R&D at 7AI, about the shift from alert fatigue to agentic cybersecurity.
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nexthink

The AI Factor You're Ignoring: Employee Behavior

Jul 15, 2026 By Shawn Lazarus In Nexthink
One of the most important realizations emerging across enterprise AI governance discussions is that most risky AI behavior is not malicious. Employees are typically trying to work faster. They are trying to summarize documents, accelerate research, draft communications, analyze spreadsheets, or automate repetitive tasks. In many cases, employees may not fully understand how AI providers handle uploaded information, what data policies apply, or where organizational compliance boundaries actually exist.
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Dynamic MCP Server Demo | Connect AI Agents to Enterprise Automation with Resolve Actions Pro 8.1

Jul 15, 2026 By Resolve In Resolve
Learn how to create and deploy a Dynamic MCP Server in Resolve Actions Pro 8.1 and securely expose enterprise automation to AI assistants using the Model Context Protocol (MCP). In this walkthrough, you'll see how to configure an MCP server, publish automation runbooks, connect to Claude Desktop, and execute enterprise workflows directly from an AI assistant. With Dynamic MCP Servers, organizations can make existing automation instantly accessible to AI agents without rebuilding workflows.
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