ai can create courses, make guides, turn books into flashcards, interactivity of prompts can include shortcut commands (like continue or option a , b , c, d) , blogs can turn into tweets. linkedin posts can turn into blogs. newsletters can turn into guides. guides can turn into
PROMPT ENGINEERING
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Stanford releases free LLM and Transformer learning cheatsheets
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Stanford University released the best cheatsheets you'll ever find to learn LLMs & Transformers! These cheatsheets cover: • Self-attention, Flash Attention, LoRA, SFT
• Mixture of Experts, Distillation, Quantization
• RAG, Agents, LLM-as-a-judge 100% Free and Open Source -
Vibe Coding Definition Debate: Unreviewed LLM-Generated Code
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I will stubbornly continue to use the original definition! https://
simonwillison.net/2025/Mar/19/vi
be-coding/
… Using it to mean any form of AI-assisted programming deeply frustrates me because we really need a term that means "LLM-written code that nobody ever took the time to review" -
Training Models Beyond Markdown Documentation Misconceptions
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Many people now think training a model is writing a large markdown doc…
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Building Agentic AI Systems: Intelligent Autonomous Agents Guide
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From @PacktDataML >> Building Agentic AI Systems: Create intelligent, autonomous AI agents that can reason, plan, and adapt See it at http://
amzn.to/4dvxf8Z 𝓚𝓮𝔂 𝓕𝓮𝓪𝓽𝓾𝓻𝓮𝓼: Understand the foundations and advanced techniques of building intelligent, autonomous AI -
Mastering AI Model Potential Through Effective Prompt Engineering
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Huh? I did. I had it for weeks before release. You can read in my review that initially I was super unimpressed, but as I learned to prompt the model correctly, it started to become clear that it was something different and very special.
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AI Model Reasoning Traces Transparency and Steering Comparison
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Yes, you can. Unfortunately, OpenAI doesn’t make their real reasoning traces available, so it’s really hard to know if you’re doing it right with their models. Other models are different, you can see the actual reasoning so you can tell if it’s being steered properly!
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Free prompt engineering guide with mini-course, resources, and tips
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10x your prompting skills with my prompt engineering guide → Mini-course
→ Free resources
→ Tips & tricks Grab it while it's free ↓ -
Let GPT-5 prompt itself for better instructions
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9/ Final tip: Let GPT-5 prompt itself. Want better prompts? Ask it:
“What’s missing in this prompt that caused [undesired behavior]? How would you change it?” It's scary good at optimizing its own instructions. -
Steering Super-Intelligent Agents with Clear Goals
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10/ Key takeaway: Prompting GPT-5 isn’t about tricking the model. It’s about steering a super-intelligent agent with clear goals, constraints, and structure. The better you prompt, the more it feels like magic.