Andrej Karpathy just casually dropped something on Twitter that’s got me sitting here with my third latte of the day, staring at my MacBook screen and feeling that familiar mix of excitement and low-key existential dread that seems to define 2025.

For those who don’t know, Karpathy is one of the godfathers of modern AI – co-founded OpenAI, former head of AI at Tesla, basically the kind of person who forgets more about neural networks before breakfast than most of us will ever learn. So when he posts about an AI agent that ran autonomously for two days and improved his tiny LLM training process by 11%, making it go from 2.02 hours to 1.80 hours to match GPT-2 performance, people pay attention.

I’ve been reading about the rapid deployment of AI in military applications lately, and frankly, it’s keeping me up at night. Not in the melodramatic sense, but in that particular way where you’re scrolling through your phone at 2am and suddenly realize we might be sleepwalking into a future we’ll deeply regret.

The thing that really gets me is how we’re having this conversation after the technology has already been deployed. Someone mentioned that we passed the milestone of technology moving faster than regulation “a while ago,” and that’s the crux of it, isn’t it? We’re not having a preventative discussion here – we’re playing catch-up with systems that are already making life and death decisions.

I’ve been watching the AI tools landscape explode over the past couple of years, and honestly, it’s been both exhilarating and exhausting. Every week there’s a new “game-changing” platform that promises to revolutionize how we work. But here’s the thing that’s been bugging me: we’re still talking about these tools the wrong way.

Someone recently shared a project that maps 137 AI tools and their actual connections – not just another directory, but a visual graph showing how these tools integrate with each other in real workflows. Twenty-five complete workflows, from podcast production to SEO content pipelines, showing exactly which tools feed into which at each stage. The whole thing runs in your browser, no login required, completely free.