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Pretty sure that soon you'll need GenAI for your app as often as a database. And the same concerns apply. Security, performance, observability. A lot of devs are going to need to upskill.

Interesting notion! What scenarios do you see GenAI being as fundamental a need as a db? Recommendations, definitely, but what besides?

Recommendations, relational search, autocomplete, will become table stakes. More users will want chat interfaces. AI features are an easy 'pro' tier upsell to any app.

We implemented these on FT.com, so will be fascinating to look into the engagement metrics. Will share what I can 👍