Tag: architecture

Source URL: https://cloud.google.com/blog/topics/developers-practitioners/build-and-deploy-a-remote-mcp-server-to-google-cloud-run-in-under-10-minutes/ Source: Cloud Blog Title: Build and Deploy a Remote MCP Server to Google Cloud Run in Under 10 Minutes Feedly Summary: Integrating context from tools and data sources into LLMs can be challenging, which impacts ease-of-use in the development of AI agents. To address this challenge, Anthropic introduced the Model Context Protocol…

Cloud Blog: Save early and often with multi-tier checkpointing to optimize large AI training jobs

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Source URL: https://cloud.google.com/blog/products/ai-machine-learning/using-multi-tier-checkpointing-for-large-ai-training-jobs/ Source: Cloud Blog Title: Save early and often with multi-tier checkpointing to optimize large AI training jobs Feedly Summary: As foundation model training infrastructure scales to tens of thousands of accelerators, efficient utilization of those high-value resources becomes paramount. In particular, as the cluster gets larger, hardware failures become more frequent (~…

Cloud Blog: Simplify your multi-cloud strategy with Cloud Location Finder, now in preview

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Source URL: https://cloud.google.com/blog/products/compute/googles-cloud-location-finder-unifies-multi-cloud-location-data/ Source: Cloud Blog Title: Simplify your multi-cloud strategy with Cloud Location Finder, now in preview Feedly Summary: As cloud environments expand beyond traditional architectures to include multiple clouds, managing your infrastructure effectively becomes more complex. Imagine easily accessing consistent and up-to-date location information across different cloud providers, so your multi-cloud applications are…

Cloud Blog: Build a multi-agent KYC workflow in three steps using Google’s Agent Development Kit and Gemini

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Source URL: https://cloud.google.com/blog/products/ai-machine-learning/build-kyc-agentic-workflows-with-googles-adk/ Source: Cloud Blog Title: Build a multi-agent KYC workflow in three steps using Google’s Agent Development Kit and Gemini Feedly Summary: Know Your Customer (KYC) processes are foundational to any Financial Services Institution’s (FSI) regulatory compliance practices and risk mitigation strategies. KYC is how financial institutions verify the identity of their customers…

CSA: AI Agents vs AI Chatbots: Understanding the Difference

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Source URL: https://cloudsecurityalliance.org/articles/ai-agents-vs-ai-chatbots-understanding-the-difference Source: CSA Title: AI Agents vs AI Chatbots: Understanding the Difference Feedly Summary: AI Summary and Description: Yes Summary: The text discusses the significant differences between AI chatbots and AI agents, particularly in terms of security implications associated with non-human identities (NHIs). It highlights that while chatbots are predictable and easier to…

Slashdot: Apple Migrates Its Password Monitoring Service to Swift from Java, Gains 40% Performance Uplift

Jun 15, 2025

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Source URL: https://apple.slashdot.org/story/25/06/15/2126220/apple-migrates-its-password-monitoring-service-to-swift-from-java-gains-40-performance-uplift Source: Slashdot Title: Apple Migrates Its Password Monitoring Service to Swift from Java, Gains 40% Performance Uplift Feedly Summary: AI Summary and Description: Yes Summary: The article discusses Apple’s transition from Java to Swift for its global Password Monitoring service, resulting in significant performance improvements. The migration achieved a 40% increase in…

Simon Willison’s Weblog: An Introduction to Google’s Approach to AI Agent Security

Jun 15, 2025

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Source URL: https://simonwillison.net/2025/Jun/15/ai-agent-security/#atom-everything Source: Simon Willison’s Weblog Title: An Introduction to Google’s Approach to AI Agent Security Feedly Summary: Here’s another new paper on AI agent security: An Introduction to Google’s Approach to AI Agent Security, by Santiago Díaz, Christoph Kern, and Kara Olive. (I wrote about a different recent paper, Design Patterns for Securing…

Simon Willison’s Weblog: Anthropic: How we built our multi-agent research system

Jun 14, 2025

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Source URL: https://simonwillison.net/2025/Jun/14/multi-agent-research-system/#atom-everything Source: Simon Willison’s Weblog Title: Anthropic: How we built our multi-agent research system Feedly Summary: Anthropic: How we built our multi-agent research system OK, I’m sold on multi-agent LLM systems now. I’ve been pretty skeptical of these until recently: why make your life more complicated by running multiple different prompts in parallel…

Unit 42: Serverless Tokens in the Cloud: Exploitation and Detections

Jun 13, 2025

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