G2 Best Software 2026, Fastest GrowingSee the list
Agentic AI QA and security platform

AI writes your code.
Qodex catches what breaks.

One autonomous agent that reviews your code and runs API, UI, and security tests against your real app.

4.9 / 5 on G2
Qodex AgentAI QA + security engineerexample data
harden tenant billing#1473
40 API + UI · 1 criticalmerge held
checkout retry logic#1471
28 API + UI · security okready
add invite expiry#1470
running 18 of 34 · against staging
refactor auth middleware#1468
51 API + UI · security okready
Runs against your real app, not your diff.

AI multiplied the PRs.
Testing hasn't kept up.

LLMs reset what one engineer can ship. QA, code review, and stale test suites are now the bottleneck.

  • ~5x

    longer PR review time under high AI adoption

  • 3x+

    increase in the incidents-to-PR ratio

  • +31%

    more PRs merge without any review

Source · Faros AI Engineering Report 2026

Passing tests isn't the same as working software.

Qodex reads your code and drives your app. Nothing else does both.

code contextexample data
github.com/acme/app
routes/route table
auth/session + role wiring
models/ORM schema
forms/validation schemas
tests/framework + entry points
AI code reviewers stop here.
app contextexample data
staging.acme.app
signed in as admin
/dashboard → /billing → /invites
POST /api/invites 201
behavior recorded per role
Autonomous pentest tools stop here.

Qodex is built on both. It reviews a diff knowing what the feature does in production, tests the app knowing what the code intended, and confirms findings with live probes against the pull request's preview deploy.

One agent runs review, testing, and security from the same scenarios.

harden tenant billing access#1473
Opendanielle-w wants to merge 6 commits into main from fix/tenant-billing-isolation+318-9414 files
ConversationCommits 6Checks 3Files changed 14
Qodexbotreviewed and requested changescommented just nowChanges requested
checkout-api/billing.tsline 84
-const billing = await db.billing.find(orgId)
+const billing = await db.billing.find({ orgId, callerOrgId })

Tenant isolation is broken here. An Org A admin can read another org’s billing. Scope the query to the caller’s org.

Qodexbotflagged a vulnerabilitycommented just now
CriticalBroken object-level authorization (BOLA)

GET /v1/orgs/{orgB}/billing returns 200 for an Org A admin (expected 403). Cross-tenant billing is exposed.

status 200, expected 403CVSS 8.6OWASP API1:2023
Qodexbotran the test suitecommented just now
1 of 41 scenarios failed

Scenario “Admin cannot access tenant billing across orgs” failed: GET /v1/orgs/{orgB}/billing returned 200 instead of 403.

1 failed40 passedrun_5f1c · 11.4s
Qodex / code reviewchanges requested
Qodex / security1 critical
Qodex / tests1 failed of 41
Merge pull requestReview required · merging is blocked

Security semantics are inverted on purpose: a pass means the attack was blocked, so the agent cannot make a failing test go green by relaxing the assertion.

Your incidents become tests, on their own.

Qodex reads the bugs your team already files and turns them into scenarios that run against staging.

where bugs already live
SentryJiraDatadogNew RelicPagerDutyGitHub
qodex agent
reproduces the report
writes the scenario
you approve it
your staging suite
43 scenarios
+1 from this week's incident
example data

Runs on your triggers: on demand, on a schedule, or fired by CI, a deploy hook, or any webhook.

Every failure comes back as one of three things.

That distinction is the difference between a gate your team trusts and a bot your team mutes.

a test fails
real bugThe failing request, the response, and a screenshot, attached.
stale testQodex proposes the fix as a diff. You approve it.
environmentFlagged as infrastructure, not counted against the suite.

Scenarios are standard Playwright and HTTP code you own and can export. Replays make no model call, so the suite stays cheap as it grows.

Out of people's heads, into one living record.

Qodex keeps your scenarios in one place, owned by the team and proven continuously: the authoritative picture of how your software should behave.

Import what you already have: spreadsheets, OpenAPI specs, Postman collections, existing tests. Qodex keeps it current from there.

scenarios · 42example data
ScenarioSevStatus
Expired card is declined cleanlyHighPass
Admin can’t read another org’s billingCritFail
Invite link expires after seven daysMedPass
Checkout preserves cart after auth refreshHighPass
Password reset rejects re-used tokensHighReview
the proof

Teams already trust Qodex with their testing.

We now detect issues in staging instead of finding them after deployment.
Anshuk K. · AI & Data Engineer · Enterprise
Verified G2 review
The no-code interface helps our whole integration team write and manage test cases, and drastically reduces the time spent on QA.
Rishabh V. · AI Engineer · Financial services
Verified G2 review
It lets our small team stay confident in releases without needing a dedicated QA resource.
Sameer C. · Software Engineer · Small business
Verified G2 review

Questions teams ask before switching.

How is this different from an AI code reviewer or bug bot?

Code reviewers read the diff and guess. Qodex runs your scenarios against the real running app, then shows what actually broke. One reads, the other runs. Try both for a sprint and compare what each one catches.

Does Qodex change our code, merge, or deploy on its own?

No. It posts findings and status checks on your pull requests, and a human decides what merges. When a test goes stale it proposes the repair as a diff for you to approve.

What access does Qodex need, and what happens to our code and data?

The app requests read access to your pull requests, not write access to your source. Data is encrypted in transit and at rest on servers in the United States, isolated per project, never sold, and never used to train models.

How are our credentials handled, and what do model providers see?

Environment tokens are cached for thirty minutes, cleared when you save an environment, and redacted in API responses. Bring your own model key if you prefer; every call is logged, provider agreements exclude training on your data, and cached replays make no model call at all.

What do we own if we leave?

Everything. Scenarios are standard Playwright and HTTP code you can export and run anywhere, with no proprietary runtime.

Stop merging on faith.