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"Comment on: Are you even aware of AI shopping agents? This is exactly what our scan data shows. The three things you mentioned — llms.txt, variant selectors, JSON-LD — are the right levers. In order of impact: 1. JSON-LD is the most critical. Without it, agents can't machine-read your price or availability. One brand we scanned ($50-75M revenue) had zero structured data — scored 26/100. Adding a single JSON-LD block would more than double their score. 2. Variant selectors are where most brands break. Custom JavaScript size/color pickers look great for humans but give agents nothing to interact with. Across 21 brands, the Add-to-Cart flow failed \~85% of the time — almost always because of non-semantic variant selectors. 3. llms.txt is the easiest win. Only a third of brands we scanned had one. It takes 15 minutes to write and gives agents context they'd otherwise have to guess at. The uncomfortable part: agents fail silently. No abandoned cart metric, no error log, no customer complaint. They just leave and try the next store. **Most brands don't know they're losing this traffic because there's no signal that it was ever there.** [https://github.com/monkrus/agent-a](https://github.com/monkrus/agent-a)"

"Think about your mobile app source code. Once it hits the app store, it's out in the wild. And without the right protection, decompiling is easy for malicious actors looking to steal your IP or tamper with your software. That's where GuardSquare comes in. GuardSquare provides the highest level of mobile app security for Android and iOS applications and SDKs. Their advanced tools integrate seamlessly into your CICD pipeline. We're talking polymorphic multi-layered code hardening techniques and au"

"Maybe you're like me and you're really bad at tracking business expenses. So you create a super simple expense tracker where you can log what you spent, pick a category for that thing, and then see your monthly totals. You could even add a little button to just like save it and send it straight to your accountant. What about a habit tracker? We're just expanding on the water thing. Those annoying little things that we're always trying to build into our routine rather than just sitting at our des"