System Design on Pavan’s Engineering Notes

System Design on Pavan’s Engineering Noteshttps://Pavan-Kumar-Appannagari.github.io/tags/system-design/Recent content in System Design on Pavan’s Engineering NotesPavan’s Engineering Noteshttps://Pavan-Kumar-Appannagari.github.io/cover.pnghttps://Pavan-Kumar-Appannagari.github.io/cover.pngHugo -- 0.161.0en-usTue, 28 Apr 2026 18:49:47 -0700Building Reliable AI Systems: Why Prompting Isn’t Enoughhttps://Pavan-Kumar-Appannagari.github.io/posts/building-reliable-ai-systems/Tue, 28 Apr 2026 00:00:00 +0000https://Pavan-Kumar-Appannagari.github.io/posts/building-reliable-ai-systems/Why prompting alone fails in production AI systems and how to design reliable architectures around probabilistic LLMs.