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AI testing

AI where it helps. Engineers where it matters.

BXVTech uses AI to interpret requirements, propose tests, investigate failures, and suggest maintenance — while keeping your team in control of what runs and what ships.

AI proposes, engineers decide

Generated tests, repairs, and assessments are proposals that teams review. Nothing important is applied silently.

Evidence over assertions

Every explanation points to the request, response, console events, logs, and changes it is based on.

Repairs never hide regressions

Test maintenance changes test code only. A genuine product failure stays visible as a failure.

Honest uncertainty

Explanations describe likely causes and say when a reproduction or more logs are needed to confirm.

AI failure diagnosis

Understand why a test failed.

Move beyond a red test result. Bring execution evidence, application responses, browser events, and available change context together to investigate the likely cause.

TEST-218 · failure investigation
Demo data

TEST-218

Checkout with discount

  1. Open storefront
  2. Sign in
  3. Add product
  4. Apply SAVE20
  5. Submit payment
Failed at step 5

Failure investigation

Application error — potential

Observed

HTTP 500 after checkout submission

Expected

Successful checkout response

services/payments/checkout.tsPR #1842
  const discount = await applyCode(cart, code);
- const total = cart.subtotal - discount.amount;+ const total = cart.subtotal - discount.value;  return payments.charge({ total, currency });

AI explanation · The checkout request failed after the payment submission step. The changed checkout handler is a candidate for investigation, but additional logs and a reproduction are required to confirm root cause.

Change-aware testing

Test the changes that matter.

Relate changed files to potentially affected journeys and prioritize the tests most likely to be relevant.

pull request · checks
Demonstration data

PR #1842 — Checkout improvements

feature/checkout-improvements → main

Changed files

  • services/payments/checkout.ts
  • components/CheckoutForm.tsx
  • tests/checkout.spec.ts

Potentially affected areas

Checkout submissionDiscount validationPayment error handling

Test selection

  • Checkout happy pathPassed
  • Invalid discountPassed
  • Payment failure handlingInvestigate
  • Order confirmationPassed

Release assessment

  • • 3 selected tests passed
  • • One test requires investigation
  • • Affected area: checkout
  • • Review diagnostic evidence before release

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