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On Claude Code 2.1.289 with Opus 5.5, keep-coding-instructions: true decided whether a 1,044-token # Doing tasks section stayed in the system prompt…
Most people ask an AI for "a better resume" and get back something that reads well and is wrong. The numbers have been rounded up, the second page h…
A college student struggling with insomnia asks an AI chatbot for help. The bot suggests a generic relaxation technique, one that could have been pu…
Ask ChatGPT about Taiwan and you'll get one answer. Ask DeepSeek, its Chinese counterpart, and you'll get something fundamentally different. Same te…
I'm not going to lie, deep down I still love to actually build things (UI and code), but the simple truth is I still have more ideas then time and I…
Hello, I’m pj-corridor, an engineer. In this article, I will introduce the challenges I faced while developing an application integrated with genera…
A subtle failure mode shows up constantly in deployed conversational systems that almost never gets caught in standard testing, because it only appe…
Once a conversational system gets wired up to more than one external tool, database lookup, calendar booking, payment processing, a new failure cate…
Master Prompts in 2026: Stop Prompting Like It's 2023 I still see people paste a 40-line “act as a senior expert with 20 years of experience” block…
🎙️ Short on time? Explore the 10-Min Interactive Visual Deck first ➔ In the modern landscape of knowledge work, the primary operational bottleneck i…
Part II — The Components Part I defined eight failure modes of agent code generation (P1–P8), mapped the architecture onto the agentic-patterns cata…
AI coding agents have a communication problem. They can be technically capable and still make a development loop feel slow because every small actio…
I gave two AI models the same 200 pieces of code, the same prompt, the same question. One of them removed 51% of the false alarms. The other removed…
Building a custom GPT for one ministry client teaches you something specific about that ministry. Building the third or fourth one for a different g…
Socrates Was the World's First — and Best — Prompt Engineer And the 6 Socratic Question Types Are Still the Most Powerful Prompt Templates in 2026 T…
A playable first-person shooter generated from one prompt would have sounded absurd not long ago. Now, videos of AI-built browser games that resembl…
AI coding agents are often discussed as though they are a single tool: ask for code, receive code. In practice, useful agent work has stages. You ne…
I Stopped Re-Explaining My Codebase to AI Agents. Here Is What I Built Instead. I got tired of typing the exact same project summary every single ti…
Introduction Artificial Intelligence has become an essential part of modern software development. Whether you're generating boilerplate code with Gi…
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…
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 permis…
Stop Writing Prompt Strings: Meet PromptForge Core As AI becomes part of modern applications, prompts are no longer just strings—they're becoming pa…
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.…
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 a…
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 impr…
Most people treat Large Language Models like glorified search engines: ask a question, skim the output, close the tab. That workflow is fine for tri…
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…
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, a…
Originally published on AI School — free AI & ML courses, no signup. This is lesson 1 of the free course Prompt Patterns That Survive Production…
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 dev…