Sep 20, 2026 · Artificial Intelligence

From AI Coding to Business Agents: Transferring Engineering Practices with Business Context

The article explains how R&D teams can transfer AI programming practices — task templates, controlled tools, validation cases, and handover flows — to build business agents, but must first add missing business context: object mapping, rule applicability, and output purpose, illustrated through an after-sales ticket summarization case study.

AI EngineeringAI agentsR&D Practices

0 likes · 17 min read

From AI Coding to Business Agents: Transferring Engineering Practices with Business Context

Aotu Lab

Oct 9, 2019 · R&D Management

Mastering Requirement and Risk Management: Practical Strategies for Developers

This guide walks developers through effective requirement management, scheduling, tracking, change handling, repository best‑practices, and risk mitigation, offering concrete checklists, prioritization methods, Git workflow rules, and actionable tips to keep projects productive and on‑time.

Git workflowR&D Practicesproject scheduling

0 likes · 13 min read

Mastering Requirement and Risk Management: Practical Strategies for Developers