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outer loop

2 articles · Page 1 of 1
TonyBai
TonyBai
Jul 23, 2026 · Artificial Intelligence

Why Humans Must Keep a Light On in Fully Automated Software Factories

The article analyzes how AI agents can generate code at massive scale, creating "dark" software factories that accumulate comprehension debt, and argues that verification, back‑pressure limits, and a human‑owned outer loop are essential to keep the system reliable.

AI agentsback pressurecomprehension debt
0 likes · 27 min read
Why Humans Must Keep a Light On in Fully Automated Software Factories
TonyBai
TonyBai
Jul 15, 2026 · Artificial Intelligence

Why Engineers Must Guard the Outer Loop in AI Loop Engineering

The article argues that while AI agents can run thousands of autonomous loops, human engineers must retain control of the outer loop—making decisions, validating evidence, and assuming accountability—to ensure safety, explainability, and trust in large‑scale software factories.

AIAccountabilityAgent
0 likes · 24 min read
Why Engineers Must Guard the Outer Loop in AI Loop Engineering