When a PR opens, Ito already knows what to test.
Ito reads your diff and PR description, maps the change to the user journeys it could put at risk, and builds a targeted test plan on its own. The more your team uses it, the sharper the plans get. No test cases to write. No suite to maintain.
Before any test runs, someone has to figure out what is worth testing.
On most teams, that work falls on a senior engineer who ends up acting as the QA for every PR: reading the diff, mapping it to the journeys it could break, and turning that judgment into test cases that go stale the next time the markup moves. More time goes into maintaining that coverage than into catching real bugs, and the bottleneck hits hardest when velocity should be highest.
AI made that bottleneck worse. Six months ago your team was merging ten PRs a week. Now it is thirty. The code output tripled, and the process for deciding what to test stayed the same. Someone still has to connect the diff to the risk surface, and when the volume outpaces that person, things slip through without anyone noticing.
Reading the diff shows what changed, not what breaks when it runs.
Reading the diff, whether a code review tool or person, tells you which files changed. It does not tell you which user journeys the change puts at risk, which edge cases are now live, or what the rest of the codebase assumed about the behavior that moved.
When coverage depends on a human connecting a diff to a user journey, what gets tested depends on who reviewed the PR that day, not on what the change put at risk. That is the gap Ito fills.
"It helped me test things I never would have thought of. So many edge cases and adversarial tests."
"The worst part of my day is we have these bug bashes where I have to manually list out each specific thing to test and the path to get there."
Questions teams ask before using Ito.
Common questions from engineering managers, senior engineers, and QA leads.
Your first PR tested within 60 minutes.
Connect your repo and Ito starts testing pull requests right away. Each PR includes a full QA report with video, screenshots, and failure details directly in the PR.
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