Agents
How have software engineering fundamentals changed with agentic coding? Here is our AI Engineering Skills map for software engineering funda…
Agentic coding lets developers—even those who previously focused on front‑end or mobile work—delegate code generation to AI agents and assume broader full‑stack roles. However, understanding core soft
Agentic coding lets developers—even those who previously focused on front‑end or mobile work—delegate code generation to AI agents and assume broader full‑stack roles. However, understanding core software engineering fundamentals (full‑stack development, data management, system architecture, security, reliability, scaling, production operations) is still essential for steering the agent’s trade‑offs around latency, availability, consistency, maintainability, simplicity, and cost. The article warns that without this foundational knowledge, developers risk poorly trade‑off decisions despite having an AI write their code.
Related
- Skills for the future software profession: beyond agentic AI!
- Agentic Software Engineering: Foundational Pillars and a Research Roadmap
- Beyond Correctness: Enhancing Architectural Reasoning in Code LLMs via Scalable Labeling with Agentic Judgment
Source: Andrew Ng (X) | 2026-08-28