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How we stress-tested Ezra

October 19, 2026

Ezra is the Bible study assistant inside FaithFeed. We say Ezra answers from Scripture it actually looks up, and declines rather than guesses. Before saying that publicly, we tried to break it.

How we tested it

We wrote 323 automated tests that attack Ezra on purpose. They use stand-in AI models scripted to misbehave: inventing verses, agreeing with wrong corrections, taking doctrinal sides, giving advice. This shows what Ezra's own code catches, rather than what we merely ask the AI to do.

Every failure was double-checked by two independent reviewers, with a third breaking ties.

What held up

What didn't

What we're doing about it

We're fixing each of these in code, crisis handling first. We're also adding a second, separate AI check that withholds answers that go beyond the passages or take a side.

Then we'll rerun every test, plus a capped round against the real AI models, before we repeat any of these claims.

We haven't yet measured how the real AI models behave against these tests. That's the next round, and we'll publish what it shows here.