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Another great reason to have a read replica AI can query is you can make informed data-driven decisions. And then share with the team via github issue comment or whatever. This image is an example of analyzing image upload dimensions to optimize for rendering.

6/9/26, 6:36 pm1 repost4 likes

Peter Sugihara

@campsh.com

6 Sept

read access to db + analytics + code + slack + issues + logs + email = power! we drop this to every agent with setoku mcp

SaSame

@sasame-mcp.bsky.social

6 Sept

For MCP we stopped using “server is up” as the unit of truth. initialize, tools/list, and one bounded external call each catch a different class of production drift.