The World Needs a Smarter GPU Layer: Introducing Agnitra Runtime Intelligence
AI is hitting a wall. Models are bigger, inference workloads are heavier, and GPUs are becoming the new scarce global resource. We don’t need more GPUs. We need a smarter layer that makes GPUs perform at their true potential. Agnitra introduces: • GPU Workload Fingerprinting™ • Dynamic Kernel Auto-Tuning • Adaptive Tensor Routing • Real-time Memory State Prediction • Cross-model performance optimization This is not a serving tool. This is the intelligence layer AI never had. With Agnitra, every GPU becomes self-optimizing — continuously learning and improving based on workload patterns. AI companies innovate at the model layer. Agnitra innovates at the compute layer, where the real bottleneck lives.
Why images matter
Images account for more than half of the average web page’s weight. If your images aren’t optimized, even the most beautiful site can feel slow and unresponsive. Uncompressed, outdated formats and oversized files are the most common culprits behind sluggish load times.
Jet’s image optimization dropped our homepage load time by 1,5 seconds—no manual work needed.
The hidden cost of slow images
A slow-loading image can cost you more than just a few seconds—it can cost you sales, users, and search rankings. According to recent studies, 39% of users will stop engaging with a website if images take too long to load. That’s why modern image optimization isn’t just a technical detail—it’s a business priority.
Image formats table
Format | Size (KB) | Quaity |
|---|---|---|
JPEG | 120 | Good |
PNG | 180 | Excellent |
WebP | 60 | Excellent |
AVIF | 45 | Excellent |
Jet’s image optimization dropped our homepage load time by 1,5 seconds—no manual work needed.
Actionable tips
Optimizing your site’s images doesn’t have to be complicated. By following a few best practices, you can drastically improve your load times and user experience. Here’s where to start:
Compress and convert images to next-gen formats (WebP, AVIF)
Use responsive image sizes for different devices
Implement lazy loading for images below the fold
Serve images through a CDN for instant global delivery
Example: Lazy loading
Jet's approach
Jet handles all of this behind the scenes. Upload your images and let Jet do the rest—no plugins, no manual work.