--- title: Why AI Coding Agents Crash at 3 AM: The Happy-Path Mirage & The Forced Continuity Defect published: true description: Why LLMs fail in production, why "more RLHF" cannot fix it, and how transferring 3 AM pager-duty trauma gives autonomous coding agents real survival instincts. tags: ai, p...
Read articleAnthropic and Accenture have announced a multi-year partnership designed to help organizations move [Claude-based AI work](https://scalevise.com/resources/claude/) beyond isolated pilots and into production use. The collaboration combines Accenture's consulting and implementation reach with Anthropi...
Read articleMost people I know got to Claude through code, which is reasonable enough considering the name. I got there because at ten in the morning I wanted somebody else to check my numbers. I'm not an engineer. My job is getting people to use our product, which means I spend a surprising amount of time loo...
Read articleI had a lot of work to get through, and for once I didn't want to crawl through it one ticket at a time. I knew Claude Code could run a few sessions in parallel, so my first thought was just to turn a couple of agents loose on different things at once. But then I hit my actual hangup: I ...
Read article## Introduction I keep hearing the term loop engineering. It's all over my feed, every AI newsletter, half the dev videos I open. So I had the same question you probably have. Is this actually important, and do I need to learn it as a frontend or fullstack developer? I spent some time with it and ...
Read articleThere’s a specific moment that happens at every single hackathon. It’s usually around 2 or 3 a.m., when the free energy drinks are completely gone, the demo is still half-broken, and someone on your team leans back in their folding chair and asks: "Wait... can we actually ship this? Do we still have...
Read articleI have been writing a lot about AI lately, but this one is more personal than usual. Not a tutorial, not a hot take on some new model - just something I have been sitting with for a few weeks now. Let's start from the beginning. A few weeks ago I was scrolling Twitter at around midnight, the way yo...
Read articleyou probably didn't think about this when you signed up. you entered your card details, verified your phone number, maybe uploaded a government ID and took a selfie. friction. annoying. you moved on. somewhere in cambodia or kenya, someone did the same thing. except they weren't signing up for cla...
Read articleWe (at DEV and MLH) are covering AI Engineer's World Fair by printing a physical newspaper called "The Daily Context" everyday of the conference. We wanted to include a game in each issue so for today's first edition, we published a little word search affectionately named "Vector Search": 