ArticleResearch8 min
Enabling Bureaucracy: Engineering Patterns for Governing a Fleet of Autonomous AI Agents at Portfolio Scale
How NXTG.ai governs 18 software projects with autonomous Claude Code agents using a 7-layer autonomy stack, a 23-principle constitution, and a file-based directive protocol that survives process death and machine reboots.
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Asif Waliuddin
Aug 6, 2026