01
Why "just write more API tests" stopped working
Every growing API hits the same wall: the suite is twice as large as last quarter and
only half as useful. Endpoints rename, response shapes shift, somebody adds a required
field and nobody updates the smoke tests. Hand-maintained Postman collections do not
scale with release cadence.
AI-assisted testing does not replace your engineers — it takes the mechanical part off
their desks so they can actually review, approve and think about edge cases and risk.
02
What you actually get
- A structured API suite (scenarios, bricks, variables, assertions) generated from your code and OpenAPI
- Drift detection on the pull request that introduces it — not weeks later in production
- AI-proposed fixes for affected bricks, with a clean diff for human review
- Full HTTP traces and assertion-level failures — no "something broke, good luck"
- Audit trail: every AI change is diffed, reviewed and signed off before it lands
03
What this is not
Honest scope: TestingForge is API-first today. We do not generate browser/UI E2E tests
or self-heal selectors. We do not auto-merge changes — every proposed update sits in a
diff until a human approves it. And the AI is a co-pilot, not a substitute for someone
on the team owning the suite.
04
Reduce manual QA effort, not coverage
TestingForge detects API drift, proposes updated bricks, and waits for a human to
merge the change. Your coverage stays aligned with the product without anybody
burning half a sprint on "test cleanup week".
05
Faster releases with a trustworthy suite
When the suite is trustworthy, the deploy button is boring. That is the goal: ship
more often, with smaller diffs, and know exactly which brick, field and assertion
broke the second something does.
Frequently asked questions
What does TestingForge actually generate?
A structured API test suite — scenarios, groups, bricks (one editable record per HTTP call), variables, secrets and assertions — derived from your code, OpenAPI and recorded HTTP traffic. We do not generate browser/UI tests.
Does AI replace QA engineers?
No. TestingForge automates the mechanical part — proposing the suite and proposing fixes when the API changes — while a human reviewer approves every diff. Judgement, edge cases and risk decisions stay with the team.
Can it run in CI/CD?
Yes. The suite runs on pull requests, on schedule and manually, with results posted back to GitHub or GitLab and full HTTP traces and assertion-level diagnostics in TestingForge.
How is this different from a one-off generated collection?
A one-off Postman/OpenAPI export rots the moment the API changes. TestingForge keeps watching the repository and proposes updates to the affected bricks, so coverage stays aligned with the product over time.