Qodex

Qodex targets one of the messiest problems in modern engineering: AI assistants multiply pull requests, but review, QA and the regression suite did not multiply with them. The platform's answer is an agent that treats every change as something to be executed, not just read. When a pull request opens, Qodex inspects the diff and its surrounding repository context, runs the relevant API, UI and security checks against the preview environment, and returns a merge recommendation. Findings arrive as concrete evidence — the request that was sent, the response that came back, a screenshot, and the scenario that failed — rather than a diff-only opinion about a possible issue.

The product covers AI code review, API testing generated from your API specification, UI testing that drives your real app with Playwright-style scenarios you own and can export, and continuous security testing for OWASP API Top-10 classes including broken object-level authorization and IDOR. Integrations span GitHub, Slack, the CLI, webhooks and scheduled or deploy-triggered runs. A notable design choice is that security semantics are deliberately inverted: a pass means an attack was blocked, so the agent cannot turn a failing test green by weakening an assertion.

Qodex also emphasises economics and durability. The model writes a scenario once, and replays are executed as generated code with no further model call, so the suite can grow without the bill growing at the same rate. Production incidents can be turned into regression scenarios, closing the loop so the next pull request is tested against what reality already taught. Failure output is classified into three buckets — a real bug, a stale test with a suggested fix diff, or an environment issue — which is what separates a gate teams trust from a bot they mute. The company reports a 4.9/5 rating from verified G2 reviews and publishes case studies, including Mavim shipping SSO-gated API changes in two days instead of two weeks.