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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 .…

aillmpromptengineeringmachinelearning
Dev.to Jun 14, 2026, 03:04 UTC
EN

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…

aipromptengineeringllmgithub
Dev.to Jun 14, 2026, 02:05 UTC
EN

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 …

aisoftwareengineeringproductivitypromptengineering
Dev.to Jun 12, 2026, 21:33 UTC
EN

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…

aiarchitecturemachinelearningpromptengineering
Dev.to Jun 12, 2026, 12:34 UTC
EN

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…

promptengineeringaiclaudellm
Dev.to Jun 12, 2026, 04:26 UTC
EN

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…

aibeginnersagentspromptengineering
Dev.to Jun 10, 2026, 04:11 UTC
EN

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…

aipromptengineering
Dev.to May 30, 2026, 19:17 UTC
EN

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…

aipromptengineeringarchitecturediscuss
Dev.to May 28, 2026, 11:30 UTC
EN

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…

hidreamdiffusionpromptengineeringgemini
Dev.to May 23, 2026, 07:18 UTC
EN

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'…

aipsychologypromptengineeringbuildinpublic
Dev.to May 5, 2026, 10:15 UTC

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