I honestly love using Sonnet for writing. Speed and precision of ideation matters. and banned words from this anti slop guide really help
PROMPT ENGINEERING
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4 ways to create skills in LangSmith Fleet
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4 ways to create skills in LangSmith Fleet: Create with AI: Open the Chat and describe what you want the skill to do. Generate when creating an agent: When you create a new agent, Fleet automatically generates skills
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65% of US physicians use OpenEvidence with 27 million prompts in April
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>65% of US physicians use OpenEvidence, with 27 million prompts in April https://
nbcnews.com/tech/tech-news
/openevidence-ai-doctor-medical-physician-login-app-what-npi-uptodate-rcna341064
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Techniques for randomness and diversity in language model outputs
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Summary of things: – turn up randomness and ban the most likely words (temperature + min-p + XTC sampling)
– ask for several different options at once, seed each with random constraints (verbalized sampling + entropy injection)
– give it a memory of what it's said and pick the -
Experimentation with Gemma 4 for creative fashion prompts
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I experimented with using modifications of Gemma 4 to create creative prompts repeatedly. There are still a few quirks, but these are all results from the same simple query: "a dynamic fashion photo of a woman".
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Claude Fable 5 guide: delete old prompts, add new elements
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Anthropic's official guide for Claude Fable 5 says prompts written for prior models now degrade output. What to delete: – Step-by-step instruction lists
– "Show your reasoning" (now triggers refusals)
– Remaining-token countdowns – Enumerated edge-case lists What to add: – -
Agent Loop and AI Loop Engineering Explained Visually
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What is agent loop? WTH is AI Loop Engineering | Loops Explained visually https://
youtu.be/aDoptrOoJfE?si
=nzfqwBvkShpG5sDi
… via @YouTube #AIagent #AgenticAI #AI #GenAI #promptengineering #GenerativeAI #loopengineering @lexfridman @KirkDBorne @Ronald_vanLoon @erikbryn @antgrasso @sallyeaves -
Frontier AI models fail to change ‘three words’ to ‘four’ when appropriate
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This is an interesting test, and the frontier models (GPT-5.5 Pro Extended, Claude 5 Fable Max) do fail. They refuse to turn the "three words" into "four" if that fits better Prompting the AI to act like a translator surfaces the problem, but it still avoids changing the wording
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Loop engineering automates agent prompting loops for efficient task completion
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Loop engineering is everywhere right now.
— Louis-François Bouchard 🎥🤖 (@Whats_AI) 11 juin 2026
Instead of you prompting the agent, checking what broke, and telling it to go again, you build a small system that runs that loop for you. It keeps the agent going until the work is actually done.
I explain it all in this video 👇 pic.twitter.com/EUuULCDoCOLoop engineering is everywhere right now. Instead of you prompting the agent, checking what broke, and telling it to go again, you build a small system that runs that loop for you. It keeps the agent going until the work is actually done. I explain it all in this video
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Show, Don’t Tell: Provide References for Better Results
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3. Show, Don't Tell
— Replit ⠕ (@Replit) 11 juin 2026
Give Agent something to reference: screenshots, website links, or files. Want it to match a design? Drop in the mockup. The more it has to look at, the closer it gets to what you actually want. pic.twitter.com/g9CosRTvhO3. Show, Don't Tell Give Agent something to reference: screenshots, website links, or files. Want it to match a design? Drop in the mockup. The more it has to look at, the closer it gets to what you actually want.