Yeah if you are anyone could explain in concrete specific terms how to use Windsurf in a way that's different, would love that. They seem to have some self-building knowledge files and some goodies in that respect, but I haven't used it since those upgrades
PROMPT ENGINEERING
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AI Rewriter: Converting Blog Posts Across Multiple Tools
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'ai rewriter' – turn blog posts into something else its a project build i did across 3 different tools for the vibe coding course im working on
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AI Capability Levels: From Tool Use to Autonomous Agents
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I would put tool use and multi-prompt chains in here for level 1. Then maybe reasoning models at level 2. No actual agency until level 3, where I'd put the OODA-loop style autonomous agents. Then 4 and 5 are more like sci-fi AI intelligence
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Sonnet 3.7: Text & Vision, 128k Context
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More details around upcoming Sonnet 3.7 Modality: Text & Vision
Context Window: 128k -
5 Essential ChatGPT Prompts for HR Professionals
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5 Essential ChatGPT Prompts Every HR Professional Should Know As #artificialintelligence reshapes the #workplace, #HR professionals and recruiters are discovering powerful ways to leverage #ChatGPT for everything from crafting compelling #job descriptions to conducting thorough
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Weird bug: AI ignores pre-Python guess despite no yapping
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My first thought was this depends entirely on “no yapping” but I was able to reproduce (in 1 of 5 attempts) with simpler instructions and no request for brevity. Weird bug — you’d think flatly ignoring the pre-Python guess in context would be well tuned by now.
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Goodside’s post on LLM design imitation and sycophancy
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A lot is imitation of design choices IMO. OpenAI’s ChatML was once new, now it’s like oxygen. At launch, Claude was much more “self-aware” than ChatGPT, which didn’t know its own name, but now they all act like that. Also see Anthro’s work on base LLM sycophancy etc.
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Grok 3: Impressive, trustworthy, and a valuable addition to the toolbox.
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Grok 3 is impressive. Maybe not the best, but among the best, and for many tasks the best that won't say no. Grok 3 trusts the prompter like no frontier model I've used since OpenAI's Davinci in 2022, and that alone gets it a place in my toolbox.
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Fine-tuning’s Surprising Power: Knowledge Retention Through Style Change
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Wow it really has been that long 😐
The big thing I didn’t realize is that an assistant was just a finetune away. That is the surprising thing I was really missing. I still find it surprising today, that you can just change the style so dramatically but retain the knowledge. -
Avoid Common AI Prompt Mistakes and How to Fix Them for Better Results
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I help you avoid Common AI Prompt Mistakes and How to Fix Them They hinder clarity and effectiveness. • Be specific • Define goals • Test prompts Click below to read more: https://
buff.ly/3Xc3vXs