![Apple Developing AI 'Vibe-Coding' Assistant for Xcode With Anthropic [Report]](https://www.iclarified.com/images/news/97200/97200/97200-640.jpg)
![Apple's New Ads Spotlight Apple Watch for Kids [Video]](https://www.iclarified.com/images/news/97197/97197/97197-640.jpg)
_Inge_Johnsson-Alamy.jpg?width=1280&auto=webp&quality=80&disable=upscale#)
![[The AI Show Episode 145]: OpenAI Releases o3 and o4-mini, AI Is Causing “Quiet Layoffs,” Executive Order on Youth AI Education & GPT-4o’s Controversial Update](https://www.marketingaiinstitute.com/hubfs/ep%20145%20cover.png)
![From Art School Drop-out to Microsoft Engineer with Shashi Lo [Podcast #170]](https://cdn.hashnode.com/res/hashnode/image/upload/v1746203291209/439bf16b-c820-4fe8-b69e-94d80533b2df.png?#)
Implementing a Modular Kargo Promotion Workflow: Extracting PromotionTask from Stage for Maintainability
A fully operational GitOps-native upgrade pipeline, designed for reuse and scalability This is Part 5 of my GitOps Architecture series. This series was originally written and published in a linear progression (Part 1 to 6). On Dev.to, I’m republishing it starting from the final system design (Part 6), then tracing backward to how it was built — from system to source.
A fully operational GitOps-native upgrade pipeline, designed for reuse and scalability
This is Part 5 of my GitOps Architecture series.
This series was originally written and published in a linear progression (Part 1 to 6).
On Dev.to, I’m republishing it starting from the final system design (Part 6), then tracing backward to how it was built — from system to source.
