Tag: output

  • Hacker News: Get the hell out of the LLM as soon as possible

    Source URL: https://sgnt.ai/p/hell-out-of-llms/ Source: Hacker News Title: Get the hell out of the LLM as soon as possible Feedly Summary: Comments AI Summary and Description: Yes Summary: The text emphasizes that large language models (LLMs) should not be entrusted with decision-making or core application logic due to their inherent limitations. Instead, they should serve strictly…

  • Simon Willison’s Weblog: debug-gym

    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

    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

    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

    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…

  • AWS News Blog: AWS Weekly Roundup: Amazon Bedrock, Amazon QuickSight, AWS Amplify, and more (March 31, 2025)

    Source URL: https://aws.amazon.com/blogs/aws/aws-weekly-roundup-amazon-bedrock-amazon-quicksight-aws-amplify-and-more-march-31-2025/ Source: AWS News Blog Title: AWS Weekly Roundup: Amazon Bedrock, Amazon QuickSight, AWS Amplify, and more (March 31, 2025) Feedly Summary: It’s AWS Summit season! Free events are now rolling out worldwide, bringing our cloud computing community together to connect, collaborate, and learn. Whether you prefer joining us online or in-person, these…

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

    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…

  • CSA: AI Software Supply Chain Risks Require Diligence

    Source URL: https://www.zscaler.com/cxorevolutionaries/insights/ai-software-supply-chain-risks-prompt-new-corporate-diligence Source: CSA Title: AI Software Supply Chain Risks Require Diligence Feedly Summary: AI Summary and Description: Yes Summary: The text addresses the increasing cybersecurity challenges posed by generative AI and autonomous agents in software development. It emphasizes the risks associated with the software supply chain, particularly how vulnerabilities can arise from AI-generated…

  • Hacker News: The Death of Software Engineering by a Thousand Prompts

    Source URL: https://verdikapuku.com/posts/the-death-of-the-software-engineer-by-a-thousand-prompts/ Source: Hacker News Title: The Death of Software Engineering by a Thousand Prompts Feedly Summary: Comments AI Summary and Description: Yes Summary: The text explores the evolving role of software engineers in the era of AI, particularly how generative AI tools may fragment the software engineering profession. It argues that while AI…