Tag: agent tool
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Tomasz Tunguz: Adding Complexity Reduced My AI Cost by 41%
Source URL: https://www.tomtunguz.com/adding-complexity-reduced-my-ai-cost-by-41-percent/ Source: Tomasz Tunguz Title: Adding Complexity Reduced My AI Cost by 41% Feedly Summary: I discovered I was designing my AI tools backwards. Here’s an example. This was my newsletter processing chain : reading emails, calling a newsletter processor, extracting companies, & then adding them to the CRM. This involved four different…
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Simon Willison’s Weblog: Designing agentic loops
Source URL: https://simonwillison.net/2025/Sep/30/designing-agentic-loops/ Source: Simon Willison’s Weblog Title: Designing agentic loops Feedly Summary: Coding agents like Anthropic’s Claude Code and OpenAI’s Codex CLI represent a genuine step change in how useful LLMs can be for producing working code. These agents can now directly exercise the code they are writing, correct errors, dig through existing implementation…
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Tomasz Tunguz: Modernizing Agent Tools with Google ADK Patterns: 60% Token Reduction & Enterprise Safety
Source URL: https://www.tomtunguz.com/modernizing-agent-tools-with-google-adk-patterns/ Source: Tomasz Tunguz Title: Modernizing Agent Tools with Google ADK Patterns: 60% Token Reduction & Enterprise Safety Feedly Summary: I recently discovered Google’s Agent Development Kit (ADK) and its architectural patterns for building LLM-powered applications. While ADK is a Python framework, its core design principles proved transformative when applied to my existing…
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Simon Willison’s Weblog: Cross-Agent Privilege Escalation: When Agents Free Each Other
Source URL: https://simonwillison.net/2025/Sep/24/cross-agent-privilege-escalation/ Source: Simon Willison’s Weblog Title: Cross-Agent Privilege Escalation: When Agents Free Each Other Feedly Summary: Cross-Agent Privilege Escalation: When Agents Free Each Other Here’s a clever new form of AI exploit from Johann Rehberger, who has coined the term Cross-Agent Privilege Escalation to describe an attack where multiple coding agents – GitHub…
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Simon Willison’s Weblog: CompileBench: Can AI Compile 22-year-old Code?
Source URL: https://simonwillison.net/2025/Sep/22/compilebench/ Source: Simon Willison’s Weblog Title: CompileBench: Can AI Compile 22-year-old Code? Feedly Summary: CompileBench: Can AI Compile 22-year-old Code? Interesting new LLM benchmark from Piotr Grabowski and Piotr Migdał: how well can different models handle compilation challenges such as cross-compiling gucr for ARM64 architecture? This is one of my favorite applications of…
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Cloud Blog: Announcing partner-built AI security innovations on Google Cloud
Source URL: https://cloud.google.com/blog/topics/partners/announcing-partner-built-ai-security-innovations-on-google-cloud/ Source: Cloud Blog Title: Announcing partner-built AI security innovations on Google Cloud Feedly Summary: Securing AI systems is a fundamental requirement for business continuity and customer trust, and Google Cloud is at the forefront of driving secure AI innovations and working with partners to meet the evolving needs of customers. Our secure-by-design…
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Cloud Blog: ViewState Deserialization Zero-Day Vulnerability in Sitecore Products (CVE-2025-53690)
Source URL: https://cloud.google.com/blog/topics/threat-intelligence/viewstate-deserialization-zero-day-vulnerability/ Source: Cloud Blog Title: ViewState Deserialization Zero-Day Vulnerability in Sitecore Products (CVE-2025-53690) Feedly Summary: Written by: Rommel Joven, Josh Fleischer, Joseph Sciuto, Andi Slok, Choon Kiat Ng In a recent investigation, Mandiant Threat Defense discovered an active ViewState deserialization attack affecting Sitecore deployments leveraging sample machine keys that had been exposed in…
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Cloud Blog: Chat with your data from anywhere: Announcing Google’s Conversational Analytics API
Source URL: https://cloud.google.com/blog/products/data-analytics/understanding-lookers-conversational-analytics-api/ Source: Cloud Blog Title: Chat with your data from anywhere: Announcing Google’s Conversational Analytics API Feedly Summary: Decision-makers, employees, and customers all need answers where they work: in the applications they use every day. In recent years, the rise of AI-powered BI has transformed our relationship with data, enabling us to ask…
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Cloud Blog: How to build a simple multi-agentic system using Google’s ADK
Source URL: https://cloud.google.com/blog/products/ai-machine-learning/build-multi-agentic-systems-using-google-adk/ Source: Cloud Blog Title: How to build a simple multi-agentic system using Google’s ADK Feedly Summary: Agents are top of mind for enterprises, but often we find customers building one “super” agent – a jack of all trades – instead creating multiple agents that can specialize and work together. Monolithic agents often…
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Cloud Blog: Tools Make an Agent: From Zero to Assistant with ADK
Source URL: https://cloud.google.com/blog/topics/developers-practitioners/tools-make-an-agent-from-zero-to-assistant-with-adk/ Source: Cloud Blog Title: Tools Make an Agent: From Zero to Assistant with ADK Feedly Summary: Imagine that you’re a project manager at QuantumRoast, a global coffee machine company. You help your teammates navigate a sea of engineering roadmaps, sudden strategy pivots (we’re doing matcha now!), and incoming tickets from customers— everything…