Jan 7, 2026 · Artificial Intelligence

Can Text‑Driven Vibe Coding Tame Complex AI Infra? A Deep Dive into GPU Time‑Sharing for Agentic RL

This article examines the limitations of Vibe Coding for large AI infrastructure, proposes a text‑driven, document‑centric workflow, and presents a time‑multiplexed GPU scheduling solution that dramatically improves rollout throughput and reduces timeouts in large‑scale Agentic RL training.

Design DocumentsGPU schedulingTime Multiplexing

0 likes · 21 min read

Can Text‑Driven Vibe Coding Tame Complex AI Infra? A Deep Dive into GPU Time‑Sharing for Agentic RL

Continuous Delivery 2.0

Jun 5, 2023 · Fundamentals

Why Write Design Documents and Emphasize Their Readability

This article explains why writing design documents is essential, outlines core principles and best practices for readability, and provides practical guidance on structuring documents to improve team communication, decision‑making, and knowledge sharing in software development.

Design DocumentsDocumentationreadability

0 likes · 8 min read

Why Write Design Documents and Emphasize Their Readability