Join us for In Production, a new series showcasing what companies are actually building and shipping with AI. Founders from @olam_labs, @browser_use, and @userlens_hq will demo what they’re building, share lessons from production, and unpack the models powering their products and where OpenRouter fits into their stack. Plus, our @alexatallah will demo OpenRouter live. Bring your spiciest questions!

I’m excited to share that we've added a consequential hint to the WebMCP spec! Here’s what you need to know about it: For site devs: consequentialHint should be set to true when WebMCP tools may perform a high-stakes action: anything that might need explicit user permission in order to execute. If you’re going to make a purchase, send an email, or book travel, it would be beneficial to set this to true. annotations: { consequentialHint: true } For agent/model devs: the agent should regard this hint as a time to take a step back, ask for user verification- if there’s an alignment tool critic, it should be judging whether or not a consequential action is appropriate given the user’s request. The interesting thing about hints like this, unlike other web specs, is that both the site and the agent have to get it right for this to work well. If one side exposes a hint and the other doesn’t honor it, it’s not doing much. And alternatively, if the site dev doesn’t expose but the agent is looking for it… you get it. But combined, it’s powerful. It can create a safeguard against generating an action a user might not want or be expecting. And it gives more tools to developers to have precision in what should be occurring on their site. So the collective effect can keep users safer.

I have clients who swear by morning workouts because it makes the rest of the day easier. Considering that exercise blunts cortisol spikes from common stressors, they are definitely onto something.

Hot take: You should learn the basics of video editing... AI is about to get really good at Davinci, Premiere, After Effects, and more. If you have no experience in the timeline, that will be equivalent to vibe coding with no coding experience. The timeline is the codebase. And... with AI, you can learn these platforms so quickly. When you get stuck just ask AI what to do. And you only need to know the basics. I'd start here w/ davinci or premiere - How the timeline works - Sequences and nested sequences - How audio tracks and mixing works - How keyframes and animations work - How to cut, trim, and pace your videos - How to color grade videos - How to layer B-roll, text, and graphics - How effects, transitions, and masks work - How to frame, crop, and guide the viewer’s attention