Regression or Compliance? The Two-Run Test That Tells The Difference
Half the “the new model got dumber” threads on r/PromptEngineering follow the same shape. Model upgrades, prompt stays the same, […]
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Zero Upvotes, Real Traction: One Founder’s 19-Step Playbook for 50 SaaS Users
Picture this: you just shipped your SaaS after weeks of building, and now you’re staring at a landing page with
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Newsletters Won’t Rank Themselves. Someone Just Solved That With a Rubric
Five layers of injection defense guard a pipeline that reads your inbox for you. u/pablooliva just shared the writeup for
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Small Local Models Can’t Do the Work. They Can Judge How Hard It Is
Here’s the pattern break: most people building an LLM-as-judge reach for the biggest model they can afford, because judging feels
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Your Prompt Folder Just Became Source Code
A fresh drop landed in r/PromptEngineering yesterday, and the twist isn’t the app itself. It’s the file format underneath it.
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Parent Handouts in One Prompt: A Beginner Teacher’s Fix for the Half-Term Update
TL;DR: A primary school teacher built a dead-simple prompt that turns any lesson topic into a one-page, jargon-free handout for
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Someone Built a 14-Step Playground for Learning Context Engineering, Offline
Yesterday a small repo popped up on r/PromptEngineering, and it’s exactly the kind of thing you wish existed when you
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FUP-1: The 16-Step Framework That Turns Chaos Into Prompt Specs
Most prompt engineering advice tells you to just write better prompts. This Reddit post from r/PromptEngineering does the opposite: it
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Stop Prompting Step by Step. Try the Gauntlet Loop Instead
Most people still babysit their AI. Write a prompt, read the answer, write another prompt, repeat, for hours. You watch