Using the New Copilot Studio Skills
One thing Microsoft is not good at is naming things, and sadly it's happened again. But let's go back to the beginning: what are Skills? Skills are ta…
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Why Your Prompts Fail (And How to Fix Them)
Here is a reliable test: find a prompt that isn't working. Read it carefully. Now ask yourself — at which specific sentence did the model get permissi…
Stop Writing Prompt Strings: Meet PromptForge Core
Stop Writing Prompt Strings: Meet PromptForge Core As AI becomes part of modern applications, prompts are no longer just strings—they're becoming part…
Beyond One-Shot: The Recursive Reflection Framework for Polished AI Outputs
Here's the problem nobody talks about: the reason most AI outputs are mediocre isn't the model — it's that you asked for a final answer and got one. A…
I Built a Self-Referential AI System. Then Anthropic Discovered the Same Architecture in Claude.
LLMs drift. They forget rules mid-conversation. They cannot verify their own output. These are not bugs in a single model — they are properties of any…
Stop Fixing Your AI Writing Prompt. Make These 5 Decisions First
I used to fix weak AI drafts by asking for better prose. "Make it clearer." "Make it more persuasive." "Make it sound less generic." The output improv…
The 10-Line Prompt That Turns ChatGPT Into a Fully Autonomous AI Agent
Most people treat Large Language Models like glorified search engines: ask a question, skim the output, close the tab. That workflow is fine for trivi…
How to Build a "Communication Profile" That Makes AI Write Exactly Like You
You've tried this. You pasted a few emails into ChatGPT, told it to "write in my style," and got back something that reads like a polished LinkedIn po…
Graph of Thoughts: when a tree of reasoning isn't enough, let the branches merge
Tree of Thoughts was a genuine leap. Instead of reasoning in one straight line, it branches into several lines, scores them, prunes the dead ends, and…
Why Prompts Fail in Production (and the 4 Failure Vectors)
Originally published on AI School — free AI & ML courses, no signup. This is lesson 1 of the free course Prompt Patterns That Survive Production .…
The self-improving prompt engine that learns from your codebase history
Via v0.4.0: We Built a CLI That Gets Smarter Every Time You Use It We shipped Via v0.4.0 today another weekend project based on utilizing prompt devel…
AI Fluency for Software Engineers: A Practical Playbook Beyond Prompting
AI Fluency for Software Engineers: A Practical Playbook Beyond Prompting A few years ago, being productive with AI mostly meant knowing which tool to …
The AI Paper That Quietly Changes How Enterprises Scale
Most enterprises are chasing “AI at scale,” but many are stuck in the same loop: flashy demos, fragile POCs, and a long list of reasons why nothing is…
Stop explaining yourself to Claude
You're wasting tokens. Not a little -a lot. Here's a prompt I see constantly: "I have a React app and I'm using the useState hook. My component re-ren…
Prompts to Production — A Full Stack Application by Sonnet with Catalyst
If you're anything like me, you think vibe coding is the most overhyped term in software development right now. Not because it doesn't work. But becau…
Prompt Packs Are Dead. Long Live Skills
The freebie Comment "REVOPS ROCKS" and I will DM you my 350 custom prompts. You have scrolled past it a hundred times. Join my list, get a billion pro…
A Refreshing Perspective on AI and Truth
Everyone has a favorite movie. Some of us ask why. A kid might say Spiderverse. A cinephile might insist on Lawrence of Arabia. A film historian might…
HiDream Raw Output Failed Tried Dev-2604 VRAM Math Killed It Won with a Prompt Enhancer Instead
TL;DR HiDream-O1-Image 8B Full raw outputs collapse on plain Japanese prompts — both instruction-following and aesthetics fail at once Tried to swap t…
How We Built a Conflict Resolver That Uses Psychology Frameworks as Prompts
We're building Verdict Buddy — an AI-powered conflict resolution tool that translates established psychology frameworks into structured prompts. Here'…