... point. Mine wasn't a guess though. With 34 sessions open, the MCP processes were using about 19GB between them, and that's where the roughly 560MB a session came from. Comment from Konstantin Tikhaev(@konstantin_tikhaev): @hisashispace  Lazyloading makes sense here. If cold start latency is under a second, you get the memory back with no practical downside. Comment from Hisashi Space(@hisashispace): @konstantin_tikhaev  Yeah, once I saw the number it was an easy call ... ... process boundaries make hooks safer anyway. The only real tradeoff is that cold start latency on the first tool call will be noticeable. Comment from Konstantin Tikhaev(@konstantin_tikhaev): @hisashispace  With 19GB tied up across 34 active sessions,

... finally read the whole study instead of the headline, and the actually useful findings are different from what got shared. First, in their realistic-config lane (instruction file + several MCP servers), the "light" harness came out HEAVIER: ~90.8k vs ~75k. A 72KB instruction file alone added ~20k tokens to every request, on both harnesses. Their own conclusion: configuration, not the harness, accounts for most of the production bill. The harness sets the floor, you set the ceiling. Second ... ... close to a fixed cost. An unstable small one can out-spend it. Size isn't the sin, churn is. Third, session shape flips the winner anyway. On a multi-step task the heavy harness finished cheaper (121k vs

... optimizations that brought our page load time down to under 1 second: 1. Redis Caching for User Data: Cached non-critical session data and frequent query results instead of fetching directly from the database on every route change. 2. Lazy

... bunch of experiments recently around technical performance and organic rankings, and honestly the correlation has been stronger than I expected. The biggest ranking issues I ve found lately weren t content-related at all. They were things like: broken lazyloading oversized hero images render-blocking JS third-party scripts tanking CLS slow mobile LCP on weaker connections What surprised me most was how often good-looking Lighthouse scores still hid real-world UX problems in field data. Because ...

... CHIMAD s admin dashboard had to manage: Vendors Users Coupon campaigns Redemptions Analytics As campaign volume increased, dashboards slowed down fast. Performance problems we saw: Large redemption datasets Heavy analytics queries Slow page loads during reporting What fixed it: Lazy

... Notion database), and has saved some cost and complexity. The main downsides with this approach are the performance lag and the UX when linking directly to the Notion page. There are ways to improve performance like caching, lazyloading etc. Happy to dive deeper if you want some support. Comment from Harry Tucker(@canvasos): @victoria_wu yes it can, kind of. There are some big limitations in terms of what you can display on your site ...

... read all the tips https://resources.usemagnetiq.co... 1. Optimize Images: Large images can slow down website loading times. Optimize images by reducing file size without sacrificing quality. 2. Use Lazy