Why Every Engineering Team Needs an AI-First Development Workflow in 2026
The teams shipping twice as fast aren't working harder — they've rebuilt their workflows around AI assistance at every layer.…
Read →Every engineering team with a web product knows performance matters. The question that’s harder to answer is: which performance improvements are worth the engineering investment, and which are optimization theater that makes dashboards look better without moving business metrics?
Largest Contentful Paint — the time until the largest visible element renders — has the strongest correlation with conversion rate and bounce rate of any Core Web Vital. For content sites, that’s usually the hero image or main headline. For e-commerce, it’s the product image. Optimizing LCP below 2.5 seconds consistently produces measurable conversion improvements.
First Input Delay measured responsiveness to the first interaction only. INP measures responsiveness to all interactions throughout the page lifecycle. This is a significantly better measure of perceived performance for interactive applications. If your INP is over 200ms, users are experiencing perceptible lag on interactions — and they’re noticing.
In order of typical impact-to-effort ratio: image optimization and format modernization (WebP/AVIF), eliminating render-blocking resources, lazy loading below-the-fold content, and server-side rendering of above-the-fold content. These four improvements account for the majority of real-world performance wins we’ve seen.
The teams shipping twice as fast aren't working harder — they've rebuilt their workflows around AI assistance at every layer.…
Read →We surveyed 400 engineering teams who made the switch either direction. The results challenge most of what you've read on…
Read →Dotfiles, aliases, and a few overlooked tools that compound into serious productivity gains over time.
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