Coinbose engineer added a /feedback endpoint to MCP server, turning agent feedback into PRs within a day

armand_ruiz · x · 2026-10-31

An anecdote shared by Coinbase CEO Brian Armstrong illustrates AI-native product development: an engineer added a /feedback endpoint to the company's MCP server so agents using it can submit feedback directly. Hundreds of messages flow into Slack daily, many of which get routed to agents, turned into pull requests, and are live in production within a day.

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