Sustainable gated autonomy beats demos: a staged agent stack from personal repo to production
gerardsans · x · 2026-11-05
Developer Gerard Sans (thread 4/4) argues capability is the demo, but sustainable gated autonomy is what people actually buy — and most pieces exist today. Key practices: context sovereignty (specs and rules as plain files in your repo, not trapped in vendor chat history) and a clear promotion path from personal tokens with zero company data, to work sandbox, cross-team check, and budgeted production repo. His stack: Antigravity IDE, ADK, MCP, A2A and Gemini Live. He'll run an Axiom masterclass and keynote in Bucharest and is publishing a print-ready "A Day in a 2028 Slow Factory" PDF.
Related event: Agent Team Engineering: Context Sovereignty and Tiered Autonomy(2 posts)→
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