Explore the latest insights, tutorials, and deep dives into AI-powered video editing, machine learning, and cutting-edge technology from the PolarCut team. https://polarcut.io/blog en-US Thu, 30 Apr 2026 00:00:00 +0000 rohan@polarcut.io (Rohan Mehta) rohan@polarcut.io (Rohan Mehta) https://polarcut.io/uploads/7ed49c73-ce82-44eb-8f22-a693b9b06a09.png https://polarcut.io/blog 144 144 We got a nasty AWS bill because our data lived in S3 while compute ran on Azure. The fix took one afternoon: move primary working data next to compute (same cloud, same region). https://polarcut.io/blog/cross-cloud-egress-aws-s3-azure-bill https://polarcut.io/blog/cross-cloud-egress-aws-s3-azure-bill Thu, 30 Apr 2026 00:00:00 +0000 rohan@polarcut.io (Rohan Mehta) Engineering Infrastructure Cloud Cost Netflix is testing vertical short-form video feeds — and top OTTs are already publishing 100–200 reels per season to generate 50M+ views. See how the strategy works and how Polarcut automates it. https://polarcut.io/blog/netflix-short-form-video-strategy-reels-distribution https://polarcut.io/blog/netflix-short-form-video-strategy-reels-distribution Sun, 19 Apr 2026 00:00:00 +0000 rohan@polarcut.io (Rohan Mehta) Distribution Streaming Short-form OTT Learn how Denoising Diffusion Probabilistic Models (DDPM) work, explained in simple terms for software engineers. From noise to art through math and machine learning. https://polarcut.io/blog/understanding-diffusion-models-ddpm-software-engineers https://polarcut.io/blog/understanding-diffusion-models-ddpm-software-engineers Fri, 15 Mar 2024 00:00:00 +0000 rohan@polarcut.io (Rohan Mehta) Machine Learning AI Diffusion Models Software Engineering