... Something I built led to a design decision I want to get feedback on. LineageLens is a free VS Code extension that captures every AI code insertion and scores it for risk on a 0 100 scale. Works with Cursor, Copilot, ClaudeCode, Gemini CLI. Zero config on install just start using your AI tools and your insertions start showing up in the sidebar. The scoring is deterministic rules: +28 for credential-like material, +24 for eval/exec patterns, +22 for subprocess ... ... score rather than hiding it. I think this is the right call, but it is not obvious it conflates "we are missing data" with "the code is risky," and those are not the same thing. Worth discussing: is penalizing

... charge upfront, mass-refund later" model is a ticking time bomb for your Shopify business and how you can test product demand without risking your payment processor account. 1. The Devastating Hidden Cost: Unrecoverable Fees The biggest secret that competitors offering automatic mass refunds won't tell you is how payment gateway fees work. When a customer buys something on your Shopify store, your payment gateway (whether it s Shopify Payments, Stripe, or PayPal) takes a processing fee typically around ... ... have already withdrawn the funds, or if your connected bank account doesn't have the liquidity to cover the massive debit, the processor is left holding the bag. To protect themselves from this exact scenario, processors will often aggressively penalize

... three days earlier and finished in 19.5 hours, the fastest spam update on record . But here's what the data actually says. JetDigitalPro analyzed 600,000 web pages across the update period. The correlation between AI usage and ranking penalties was 0.011, effectively zero . Google isn't penalizing

... personally look at packages and am okay downloading things from internet devs but I'm curious what folks here think? Would distribution hurt download chances? Awareness: This is pretty much the same imo other than App Store search vs SEO but curious if anyone has had negative/positive experience regarding discoverability either through App Store or self-distribution Payments : I would probably use something like @Superwall but am curious what the best way to introduce a " free for 7 days then ... ... Comment from Gabe Perez(@gabe): @taniabell  thanks! not a bad idea actually. Can make the one on my site like $2 and the one on app store like $5 and see what performs better. I wonder if they penalize

... understood in the first 5 10 seconds. Right now the value is strong, but the mental model (job CV scoring ranking) could be made more instantly obvious for first-time users. Curious how you re thinking about onboarding clarity vs feature depth. Comment from Glen(@glen11): @matty_reed  clear positioning is usually the hardest part to get right early on. Curious how you re thinking about scaling it beyond direct landing page traffic? Comment from Glen(@glen11): @mahima_manik ... ... thank you, here's us: ai-tutor.ai Comment from Josh Barkin(@joshbarkin): @ben_griese   @steveb   Lots of actionable takeaways here. You guys are awesome. RE: The video / how it works. I agree with that. RE: Google updates that penalize