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something that keeps bothering me is how some people see slop as something that is happening to them, like they're some kind of helpless bystander powerless to do anything about it excuse me but you are a software engineer, you literally learned how to make sand think and make computers do your bidding?! and now you can't do anything about it? please the 2 things you should know to cut through all the noise: 1. you need to give your agent a way to verify its own work (i just posted about this so won't rehash) 2. your codebase is memory the 2nd is not new either, we have always had lint rules, compilers with good diagnostics and strong type systems, LSPs, etc to help us write better code. there is no difference when agents write the code instead, you just need more of them, and stronger ones. forget rules and skills. you can add those later. yes, your codebase is a form of memory to agents! agents love extending what already exists. so every nit and every annoyance you've ever seen, every mistake and bad pattern you observe from agents, needs to turn into a constraint, or the agents will just keep repeating those same mistakes like a virus in your code. then you keep observing and repeating this process until your codebase is locked down enough that even agents with little context can one shot a high quality PR. an even better direction is to refactor/rewrite your code such that agent anti-patterns become categorically impossible. use type systems to your advantage, use libraries/frameworks that reduce the architectural search space, or heck, create your own framework like we did for grok bot and design high quality primitives and well thought out APIs

Agents make ugly UIs because they've never seen good design. We've been fixing that, 2,000 DESIGN.md files from the world's best products, structured for a model to read and learn. Colors, type, spacing, layouts and more. Free. styles.refero.design

my AI coding workflow as a solo founder: - opus 4.6 for exploration + planning - codex 5.4 xhigh to stress-test the plan (catches gaps opus missed) - back to opus, which usually complains codex is overengineering lol - few rounds back and forth. codex implements, opus reviews. - ask both: "safe to ship? what's the worst thing that could happen?" opus and codex arguing over my codebase is my entire engineering team. will probably ship this workflow as a Polsia feature at some point.

.@travisk says AI will make human labor even more valuable and in-demand than ever before: "Let's say the entire world - everything in our world - was automated, except for plumbers. You had machines making buildings - you would basically have like a thousand buildings a day." "How valuable would those plumbers be?" "Each and every plumber would be like LeBron. Why? Because plumbing would be the long pole in the tent to progress. You can't get those thousand buildings unless you have a plumber." "And by the way, you'd get so much efficiency everywhere else that you'd need millions of plumbers." "Humans [are going to] become more and more valuable because they will be the long pole in the tent to progress - and that progress is going to accelerate and get faster and more robust."

Following the ongoing situation in Iran, I am convening a special Security College on Monday. For regional security and stability, it is of the utmost importance that there is no further escalation through Iran’s unjustified attacks on partners in the region.

Software is oversold aka no one is vibe coding their payroll, notes: - Coding agents are a tremendous tool for extending the ambition of a company / product / business unit - why would you use your precious time rewriting SAAS? - The math doesn’t work - typically no more than 8-12% of enterprise spend is on software so even dramatic cost savings through replacement might result in a 3-5% net impact - Risk aperture of critical systems is enormous - these software products capture thinking as much as execution - edge cases, runtime behavior and tribal knowledge that cannot not be fully inferred by models - Not to mention the non software switching cost - how many humans interface with these systems + how much other software is intertwined - Finally Mag7 / the most sophisticated software companies in the world still spend an enormous amount on 3P software shoutout to @saumil and @obsidiancap1 who got it right