Baidu Geek Talk

Apr 8, 2026 · Artificial Intelligence

How to Engineer Reliable Long‑Running AI Coding Tasks: Harnessing Agents for Scale

This article analyzes the challenges of using AI coding agents for large‑scale, long‑running tasks such as bulk file migration or code review, and presents a systematic engineering approach—including task decomposition, parallel execution, persistent progress files, resumable workflows, and multi‑level retry strategies—backed by concrete script examples and real‑world case studies.