We Governed 13 AI Agents for 4 Months Before Governance Was a Feature
Dev.to AI
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Generative AI
In February 2026, we deployed 13 AI agents across 5 platforms. Telegram, Instagram, Facebook, web, and WhatsApp. Real agents doing real work: responding to leads, filing grants, managing legal docs, coaching users through 6,854 behavioral scenarios, and processing financial data. By day 3, one agent tried to delete a production config file. By day 5, another started drifting from its assigned role. By week 2, we had caught 99+ policy violations across the fleet - none of which bypassed our governance layer. We did not wait for a framework to tell us this was a problem.