artificial
artificial

The absolute nightmare of putting AI agents into actual production

It feels like the conversation around AI agents has quietly shifted over the last few months from "look at what this autonomous loop can do" to "how do we actually keep these things from breaking in production." Most of us have figu…

Ford replaced engineers with AI, then quietly hired 350 back. The reason should stop every founder about to cut their team to SAVE money.

I hate the "I cut 60% of my team, AI runs the business now" posts on LinkedIn. I believe if your first move with AI is "how do I have fewer people," you probably had the wrong people to begin with. We only hear about the layoffs. Th…

Structured output reliability with LLMs — 3-month production learnings

Been shipping structured JSON output from LLMs in production for a health app. Here's what I've learned about reliability. The problem: get a 70B model to return valid JSON matching a strict schema, every time. What I tried: Attempt 1: "Re…

All cross thread implementation of memory in chatgpt, claude, and gemini is unsafe

Your grandpa opens an AI app on his tablet. Type "I need some help with my medication, I'm allergic to" and he gets distracted and hits submit. He gets up to go to the bathroom. There, he takes a picture of all his medication, opens his A…

Open Source Local LLM Training Tool (for consumer hardware)

If you work in AI training, I'd love some feedback, specifically on where this is useful, not on the output quality (it's bad, and that's expected at the 800m param stage). If that's your area, I want to hear what models you'd want …

I’m not a great artist — so I made an agent that turns my doodles on my Remarkable tablet into actually nice charcoal sketches. Real editable pen-line vectors too! Not just static images.

About This Pretty much what the title says. – Doodle – Select – Agent parses device screenshots to write creative brief – Another agent gets the brief and napkin sketch and makes an image of charcoal artwork – Post-processing pipeline does multip…

A new, state-of-the-art, agentic pipeline for easy Music Video creation

A new, significantly expanded version of the original Music Video mode, now built around Seedance 2.0, multiple image references, and an even more precise creative-assistance layer designed to enhance and adapt your vision in an optimally model-a…