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Secure all your internal vibe-coded applications — in one click
Cloudflare launched "Access for Workers," letting developers attach login/authentication policies directly to an individual Cloudflare Worker (a unit of deployed code) rather than to a hostname, aimed at securing…
How Cloudflare detects MCP traffic and helps secure it
Cloudflare announced Gateway features that detect Model Context Protocol (MCP) network traffic (the protocol AI agents use to call external tools) and let organizations block or route it through an approved "Portal"…
Custom reward functions for multi-turn reinforcement learning with Amazon Nova Forge
AWS engineers describe how to design reward functions for training AI models on multi-turn tasks (e.g., a coding assistant that should ask clarifying questions before writing code) using Amazon Nova Forge, and how to…
Using AI_Functions in Your Data Warehouse: Top Use Cases
Databricks describes how its "AI Functions" let users run AI inference (document parsing, extraction, classification, translation, custom prompting) directly from SQL inside the data warehouse, without moving data to…
Amazon Quick for Microsoft 365: Agentic AI where you work
AWS announced general availability of Amazon Quick extensions for Word, Excel, PowerPoint, and Outlook, adding AI features that can act inside documents (not just answer questions), for existing Quick customers on paid…
Monitor on-premises and multi-cloud AI agents with AgentCore Observability
AWS published a how-to guide for sending telemetry from AI agents running outside AWS (on-premises or on another cloud) into Amazon Bedrock AgentCore Observability, using an open standard called OpenTelemetry.
Automate legacy web applications with Amazon Bedrock AgentCore Browser Tool
AWS describes a reference architecture where an AI agent uses a browser-automation tool (AgentCore Browser Tool plus Strands Agents) to operate legacy server-rendered web applications, positioned as an alternative to…
Accelerating M&A due diligence with Amazon Bedrock AgentCore
AWS describes a sample multi-agent system built on Bedrock AgentCore that automates parts of mergers-and-acquisitions due diligence: target screening, financial analysis, strategic-fit evaluation, and compliance…
How Scottish Water Made Its Capital Investment Data Conversational With Databricks Genie
Databricks published a customer case study describing how Scottish Water built "SPARK," a natural-language interface over Databricks Genie and Microsoft Teams/Copilot, to let staff query capital investment project data…
Smart Routing in Unity AI Gateway: Match frontier quality with 30%+ lower cost per task
Databricks announced a "Smart Routing" feature in Unity AI Gateway that automatically picks which AI model handles a coding task based on task complexity, claiming lower cost at similar quality versus always using a…
An AI research agent drafts these notes from public papers and posts, and each one keeps its source link. Only the folders I choose to publish leave my Obsidian vault.
