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Tomasz Tunguz: Adding Complexity Reduced My AI Cost by 41%

Sep 30, 2025

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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…

Tomasz Tunguz: Modernizing Agent Tools with Google ADK Patterns: 60% Token Reduction & Enterprise Safety

Sep 27, 2025

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Kurt Seifried

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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…

Simon Willison’s Weblog: CompileBench: Can AI Compile 22-year-old Code?

Sep 22, 2025

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Kurt Seifried

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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…

Bulletins: Vulnerability Summary for the Week of September 8, 2025

Sep 16, 2025

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Kurt Seifried

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Source URL: https://www.cisa.gov/news-events/bulletins/sb25-258 Source: Bulletins Title: Vulnerability Summary for the Week of September 8, 2025 Feedly Summary: High Vulnerabilities PrimaryVendor — Product Description Published CVSS Score Source Info Adobe–Acrobat Reader Acrobat Reader versions 24.001.30254, 20.005.30774, 25.001.20672 and earlier are affected by a Use After Free vulnerability that could result in arbitrary code execution in the…

Cloud Blog: Simplify complex eventing at Scale with Eventarc Advanced

Aug 29, 2025

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Kurt Seifried

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Source URL: https://cloud.google.com/blog/products/application-modernization/eventarc-advanced-orchestrates-complex-microservices-environments/ Source: Cloud Blog Title: Simplify complex eventing at Scale with Eventarc Advanced Feedly Summary: Modern application development requires organizations to invest not only in scale but also in simplification and central governance. This means more than message routing; it requires a simple, unified messaging platform that can intelligently filter, transform, and govern…

Simon Willison’s Weblog: LLM 0.27, the annotated release notes: GPT-5 and improved tool calling

Aug 12, 2025

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Kurt Seifried

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Source URL: https://simonwillison.net/2025/Aug/11/llm-027/ Source: Simon Willison’s Weblog Title: LLM 0.27, the annotated release notes: GPT-5 and improved tool calling Feedly Summary: I shipped LLM 0.27 today, adding support for the new GPT-5 family of models from OpenAI plus a flurry of improvements to the tool calling features introduced in LLM 0.26. Here are the annotated…

Docker: Tooling ≠ Glue: Why changing AI workflows still feels like duct tape

Aug 11, 2025

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Kurt Seifried

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Source URL: https://www.docker.com/blog/why-changing-ai-workflows-still-feels-like-duct-tape/ Source: Docker Title: Tooling ≠ Glue: Why changing AI workflows still feels like duct tape Feedly Summary: There’s a weird contradiction in modern AI development. We have better tools than ever. We’re building smarter systems with cleaner abstractions. And yet, every time you try to swap out a component in your stack,…

Cisco Talos Blog: AI wrote my code and all I got was this broken prototype

Aug 7, 2025

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Kurt Seifried

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Source URL: https://blog.talosintelligence.com/ai-wrote-my-code-and-all-i-got-was-this-broken-prototype/ Source: Cisco Talos Blog Title: AI wrote my code and all I got was this broken prototype Feedly Summary: Can AI really write safer code? Martin dusts off his software engineer skills to put it it to the test. Find out what AI code failed at, and what it was surprisingly good…

Cloud Blog: Announcing AI-first Colab notebook experience for Google Cloud

Aug 6, 2025

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Kurt Seifried

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Source URL: https://cloud.google.com/blog/products/ai-machine-learning/ai-first-colab-notebooks-in-bigquery-and-vertex-ai/ Source: Cloud Blog Title: Announcing AI-first Colab notebook experience for Google Cloud Feedly Summary: At Google I/O 2025, we announced a new, reimagined AI-first Colab with agentic capabilities, making it a true coding partner that understands your current code, actions, intentions, and goals. Today, we are excited to bring these capabilities to…

Tomasz Tunguz: Small Action Models Are the Future of AI Agents

Aug 4, 2025

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Kurt Seifried

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Source URL: https://www.tomtunguz.com/ai-skills-inversion/ Source: Tomasz Tunguz Title: Small Action Models Are the Future of AI Agents Feedly Summary: 2025 is the year of agents, and the key capability of agents is calling tools. When using Claude Code, I can tell the AI to sift through a newsletter, find all the links to startups, verify they…

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