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 .…
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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 devel…
A Weekend Gonzo Field Guide to /loop Engineering Another weekend piece of satire, devoid of real-life advice but stacked with enough cyberpop residue …
AI Fluency for Software Engineers: A Practical Playbook Beyond Prompting A few years ago, being productive with AI mostly meant knowing which tool to …
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…
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…
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…
I'm a product manager. I write specs, run reviews, align stakeholders. Last year I got tired of handing things off and waiting. I picked up vibe codin…
Thursday morning I removed five nodes from my content pipeline. By lunch I understood something about building with language models that eleven failed…
The "build an agent in 5 minutes" tutorials get you to a demo. They don't get you to production. Here's the field guide for the four primitives that d…
You have 200,000 tokens to work with—but most people are still copy-pasting text like they're fighting a 4K limit that doesn't exist anymore. I watche…
Most companies are building enterprise AI using consumer habits. An engineer writes a system prompt, tests it five times in a playground environment, …
Most AI projects fail somewhere between demo works and production ships . The gap is rarely the model. It's the absence of the controls that turn a on…
If you work with RAG pipelines, agent tools, or LLM APIs, you’ve probably noticed something frustrating: sometimes the biggest cost in a prompt is not…