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Tag: function

  • Simon Willison’s Weblog: debug-gym

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    Kurt Seifried
    in

    Source URL: https://simonwillison.net/2025/Mar/31/debug-gym/#atom-everything Source: Simon Willison’s Weblog Title: debug-gym Feedly Summary: debug-gym New paper and code from Microsoft Research that experiments with giving LLMs access to the Python debugger. They found that the best models could indeed improve their results by running pdb as a tool. They saw the best results overall from Claude 3.7…

  • Hacker News: LLM Workflows then Agents: Getting Started with Apache Airflow

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    Kurt Seifried
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    Source URL: https://github.com/astronomer/airflow-ai-sdk Source: Hacker News Title: LLM Workflows then Agents: Getting Started with Apache Airflow Feedly Summary: Comments AI Summary and Description: Yes **Summary:** The text presents an SDK for integrating large language models (LLMs) into Apache Airflow workflows. This novel approach enhances AI orchestration by providing refined task decorators that streamline calling LLMs,…

  • Hacker News: Launch HN: Augento (YC W25) – Fine-tune your agents with reinforcement learning

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    Kurt Seifried
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    Source URL: https://news.ycombinator.com/item?id=43537505 Source: Hacker News Title: Launch HN: Augento (YC W25) – Fine-tune your agents with reinforcement learning Feedly Summary: Comments AI Summary and Description: Yes Summary: The text describes a new service offered by Augento that provides fine-tuning for language models (LLMs) using reinforcement learning, enabling users to optimize AI agents for specific…

  • Hacker News: Show HN: GuMCP – Open-source MCP servers, hosted for free

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    Kurt Seifried
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    Source URL: https://github.com/gumloop/guMCP Source: Hacker News Title: Show HN: GuMCP – Open-source MCP servers, hosted for free Feedly Summary: Comments AI Summary and Description: Yes Summary: The Gumloop Unified Model Context Protocol (guMCP) is an open-source project designed to facilitate a community-driven collection of Model Context Protocol (MCP) servers. Its dual transport support and unified backend…

  • Cloud Blog: Accelerate analytics with AI-assisted data preparation in BigQuery, now GA

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    Kurt Seifried
    in

    Source URL: https://cloud.google.com/blog/products/data-analytics/ai-assisted-bigquery-data-preparation-now-ga/ Source: Cloud Blog Title: Accelerate analytics with AI-assisted data preparation in BigQuery, now GA Feedly Summary: According to Gartner®, “Gartner clients now report that 90% or more of their time is spent preparing data (as high as 94% in complex industries) for advanced analytics, data science and data engineering.”1. Last year, we…

  • Cloud Blog: How WindTL is transforming wildfire management with Google Cloud

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    Kurt Seifried
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    Source URL: https://cloud.google.com/blog/topics/developers-practitioners/windtl-is-transforming-wildfire-risk-management-with-google-cloud/ Source: Cloud Blog Title: How WindTL is transforming wildfire management with Google Cloud Feedly Summary: Imagine a world where we could outsmart wildfires, predict their chaotic spread, and shield communities from their devastating reach. That’s the vision Rocio Frej Vitalle and the Improving Aviation team had when they created WindTL, a tool…

  • Wired: Amazon’s AGI Lab Reveals Its First Work: Advanced AI Agents

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    Kurt Seifried
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    Source URL: https://www.wired.com/story/amazon-ai-agents-nova-web-browsing/ Source: Wired Title: Amazon’s AGI Lab Reveals Its First Work: Advanced AI Agents Feedly Summary: Led by a former OpenAI executive, Amazon’s AI lab focuses on the decision-making capabilities of next generation of software agents—and borrows insights from physical robots. AI Summary and Description: Yes Summary: Amazon is making strides in artificial…

  • Hacker News: Gemini 2.5 Pro vs. Claude 3.7 Sonnet: Coding Comparison

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    Kurt Seifried
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    Source URL: https://composio.dev/blog/gemini-2-5-pro-vs-claude-3-7-sonnet-coding-comparison/ Source: Hacker News Title: Gemini 2.5 Pro vs. Claude 3.7 Sonnet: Coding Comparison Feedly Summary: Comments AI Summary and Description: Yes Summary: The text discusses the recent launch of Google’s Gemini 2.5 Pro, highlighting its superiority over Claude 3.7 Sonnet in coding capabilities. It emphasizes the advantages of Gemini 2.5 Pro, including…

  • Hacker News: Custom AI Chatbot Development Services: Restrictions and Opportunities

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    Kurt Seifried
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    Source URL: https://belitsoft.com/chatbot-development-services/custom-ai Source: Hacker News Title: Custom AI Chatbot Development Services: Restrictions and Opportunities Feedly Summary: Comments AI Summary and Description: Yes **Short Summary with Insight:** The text discusses the growing importance of customized AI chatbots for businesses, highlighting how these tailored solutions leverage proprietary data to enhance security and compliance while aligning with…