Diffusion transformer (DiT) model projects posts
Unified Image Generation and Editing with Flux Kontext: Revolutionizing YouTube Thumbnail Workflows
An in-depth exploration of Black Forest Labs' Flux Kontext model and its breakthrough unified approach to image generation and editing, with specific focus on solving character consistency challenges in YouTube thumbnail creation.
Building a Multi-Cloud AI Image Generation Service with Flux
In this post, I'll share my experience designing and implementing a production image generation system across multiple cloud platforms, with a focus on the technical concepts that could be valuable for similar projects.
Building a Production-Grade AI Image Studio: Regional Prompting, PuLID, and Beyond
Over the past year, I've been deep in the weeds building what we call \"Thumbnail Studio\" – a comprehensive backend system that brings together some of the most cutting-edge AI image generation and manipulation technologies. What started as a simple experiment with FLUX.1 has evolved into a production-ready API that handles everything from regional prompting to identity-preserving generation and real-time face swapping.