A test that cannot fail is not a test

As Jiva grew I got scared of silently breaking old things. So I built a regression net — and then made myself prove it could actually catch a mistake.

By Arjun Venugopal · 16 October 2026 · 5 min read
Why I'm writing these. I'm a product manager, not an engineer, and I'm building a fully-local Mac app called Jiva entirely with AI. The category I'm building in is owned by companies worth a billion dollars and more. So the real question behind these posts is a simple one: can one person who can't write code build something that stands next to what those teams ship? Note that I'm not claiming it will. I'm documenting the attempt — the parts that work and the parts that don't — because that's the only honest way to find out.

As Jiva grew, I got scared of a specific thing: fixing one part and silently breaking another, and not noticing until a user did. So I built a regression harness — feed a fixed set of made-up meetings through the whole processing pipeline, and compare every output against a saved "golden" copy. If an output changes unexpectedly, that is a regression and the build goes red. If the change was intended, I re-bless the golden copy on purpose.

That much is standard. The part I want to write about is a rule I made myself follow: every test has to be able to fail. It sounds obvious and it is constantly violated. A test that always passes tells you nothing — it is a green light wired to stay on — and the danger is that it looks like coverage while protecting nothing.

So I mutation-test the tests. I deliberately introduce a small wrong change — a price in a fixture from 40 to 45 — and confirm the harness actually goes red, in exactly the files it should: the decision list, that meeting's summary, the index. If a broken input does not turn the test red, the test is decoration, and I would rather know that than trust it. Note that the primary driver here is not coverage in the abstract, rather earned confidence: a test is only worth the trust I put in it if I have watched it catch a real mistake at least once.

The general principle sits well beyond code. A check you have never seen fail is not a safety net, it is a comfort. This is the same lesson as the backup script that congratulated itself while backing up nothing, and the download bar that looked identical whether it was working or dead: the dangerous state is a reassuring signal you have never verified. So verify it. Break it on purpose, once, and watch it complain.

More soon.

Jiva is free and fully local. Record your meetings, keep speaker-labelled transcripts, and get a live assist overlay — all on your Mac, nothing sent to the cloud. Get it at jiva.works →