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Tag: prompt-engineering

  • Simon Willison’s Weblog: How ProPublica Uses AI Responsibly in Its Investigations

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    Kurt Seifried
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    Source URL: https://simonwillison.net/2025/Mar/14/propublica-ai/ Source: Simon Willison’s Weblog Title: How ProPublica Uses AI Responsibly in Its Investigations Feedly Summary: How ProPublica Uses AI Responsibly in Its Investigations Charles Ornstein describes how ProPublic used an LLM to help analyze data for their recent story A Study of Mint Plants. A Device to Stop Bleeding. This Is the…

  • Hacker News: AI is blurring the line between PMs and Engineers

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    Kurt Seifried
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    Source URL: https://humanloop.com/blog/ai-is-blurring-the-lines-between-pms-and-engineers Source: Hacker News Title: AI is blurring the line between PMs and Engineers Feedly Summary: Comments AI Summary and Description: Yes **Summary:** The text discusses the emerging trend of prompt engineering in AI applications, emphasizing how it increasingly involves product managers (PMs) rather than just software engineers. This shift indicates a blurring…

  • Simon Willison’s Weblog: Leaked Windsurf prompt

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    Kurt Seifried
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    Source URL: https://simonwillison.net/2025/Feb/25/leaked-windsurf-prompt/ Source: Simon Willison’s Weblog Title: Leaked Windsurf prompt Feedly Summary: Leaked Windsurf prompt The Windurf Editor is Codeium’s highly regarded entrant into the fork-of-VS-code AI-enhanced IDE model first pioneered by Cursor (and by VS Code itself). I heard online that it had a quirky system prompt, and was able to replicate that…

  • AWS News Blog: AWS Weekly Roundup: Cloud Club Captain Applications, Formula 1®, Amazon Nova Prompt Engineering, and more (Feb 24, 2025)

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    Kurt Seifried
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    Source URL: https://aws.amazon.com/blogs/aws/aws-weekly-roundup-cloud-club-captain-applications-formula-1-amazon-nova-prompt-engineering-and-more-feb-24-2025/ Source: AWS News Blog Title: AWS Weekly Roundup: Cloud Club Captain Applications, Formula 1®, Amazon Nova Prompt Engineering, and more (Feb 24, 2025) Feedly Summary: AWS Developer Day 2025, held on February 20th, showcased how to integrate responsible generative AI into development workflows. The event featured keynotes from AWS leaders including Srini Iragavarapu,…

  • Simon Willison’s Weblog: My LLM codegen workflow atm

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    Kurt Seifried
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    Source URL: https://simonwillison.net/2025/Feb/21/my-llm-codegen-workflow-atm/#atom-everything Source: Simon Willison’s Weblog Title: My LLM codegen workflow atm Feedly Summary: My LLM codegen workflow atm Harper Reed describes his workflow for writing code with the assistance of LLMs. This is clearly a very well-thought out process, which has evolved a lot already and continues to change. Harper starts greenfield projects…

  • Simon Willison’s Weblog: Building a SNAP LLM eval: part 1

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    Kurt Seifried
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    Source URL: https://simonwillison.net/2025/Feb/12/building-a-snap-llm/#atom-everything Source: Simon Willison’s Weblog Title: Building a SNAP LLM eval: part 1 Feedly Summary: Building a SNAP LLM eval: part 1 Dave Guarino (previously) has been exploring using LLM-driven systems to help people apply for SNAP, the US Supplemental Nutrition Assistance Program (aka food stamps). This is a domain which existing models…

  • Simon Willison’s Weblog: OpenAI reasoning models: Advice on prompting

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    Kurt Seifried
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    Source URL: https://simonwillison.net/2025/Feb/2/openai-reasoning-models-advice-on-prompting/ Source: Simon Willison’s Weblog Title: OpenAI reasoning models: Advice on prompting Feedly Summary: OpenAI reasoning models: Advice on prompting OpenAI’s documentation for their o1 and o3 “reasoning models" includes some interesting tips on how to best prompt them: Developer messages are the new system messages: Starting with o1-2024-12-17, reasoning models support developer…

  • Hacker News: Auto-Differentiating Any LLM Workflow: A Farewell to Manual Prompting

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    Kurt Seifried
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    Source URL: https://arxiv.org/abs/2501.16673 Source: Hacker News Title: Auto-Differentiating Any LLM Workflow: A Farewell to Manual Prompting Feedly Summary: Comments AI Summary and Description: Yes Summary: The text discusses LLM-AutoDiff, a novel framework aimed at improving the efficiency of prompt engineering for large language models (LLMs) by utilizing automatic differentiation principles. This development has significant implications…

  • Hacker News: Using AI for Coding: My Journey with Cline and Large Language Models

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    Kurt Seifried
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    Source URL: https://pgaleone.eu/ai/coding/2025/01/26/using-ai-for-coding-my-experience/ Source: Hacker News Title: Using AI for Coding: My Journey with Cline and Large Language Models Feedly Summary: Comments AI Summary and Description: Yes Summary: The text discusses the author’s experience in utilizing AI tools, specifically LLMs, for enhancing the design and development processes of a SaaS platform. It emphasizes the transformative…