AIPass: Is it actually useful in real-world work?

They’re definitely different vibes lol. If autocomplete is about nailing the “next token,” then iPass feels like it runs on “work units.”

There's a reason all blogs look so similar. It really is that bad lol

Is there a source?

Oh, I didn't know that.

We tried rolling it out on our team, and it didn’t exactly cut code review time—it just shifted what reviewers tend to flag. Style nitpicks disappeared, but in their place questions like 'Why did you write this logic this way?' went up. The total volume is about the same, or maybe even higher. There’s also a surprisingly real learning curve.

Isn't that kind of outdated? Recent versions manage context differently, so those failure cases have become much less common.

One tip: it’s important to quickly distinguish the tasks it’s good at from the ones it’s bad at. Boilerplate, test fixtures, log-parsing scripts, generating examples for unfamiliar library APIs—it’s really good at those. On the other hand, designs involving concurrency control or transaction boundaries, or logic tangled up with internal domain rules—the more you ask, the more plausible-sounding nonsense you get. I only use it for the former and do the latter by hand. It took me a couple of months to draw that line.

There were three things that definitely got shorter in my actual work. First, the time it takes to understand the structure when opening unfamiliar legacy code for the first time. In the past, I’d have thirty files open and spend half a day following the call stack; now I ask for the entry point, get a summary of the flow, and just verify it. Second, test code skeletons. I list the cases, and it generates the code. Third, minor refactoring — things like cleaning up variable names or removing duplication have really dropped to the minute level. That said, I once got burned badly after trusting a summary and merging it as-is, so now I use the principle of 'treat explanations as reference, read the code myself.'

Well, I used it for two months and then gave up. When the context gets long, it quietly forgets conventions established earlier, and it invents plausible-sounding methods that don’t exist. Rather than being caught as a compile error, I assumed they were correct and wasted a lot of time. There’s a lot of talk about how it “saved time,” but how many people have actually accounted for the time spent undoing its mistakes? If anyone can give concrete numbers on which tasks it saved how many hours, I’d like to hear it.