Abner Shang

尚臻业

Strategy into structure. Structure into results.

Recent

27 Seconds to Breakout: Why Identity Is the Only Perimeter Left

A reported 27-second lab breakout, from hijacked browser session to shell, sits outside what wall-based defense was built for. Per-action signed identity...

Self-Improving Agent Skills Are a Version Control Problem, Not an Intelligence Problem

2026-07-15

The Super App Is an Anti-Pattern: Why OpenAI's Consolidation Play Sells Modularity for Everyone Else

2026-07-14

The Agent Bottleneck Is Memory, Not Intelligence

2026-07-13

Agent Optimization: The SEO Discipline Nobody Is Practicing Yet

2026-07-12

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