New Meet the 3-agent engine: Scribe, Pilot & Architect turn plain English into Playwright code See how it works →
Agentic AI quality engineering studio
OnSpot QEStudio's AI agents take you from BRD to user stories, test cases, Playwright scripts and CI results — web, API, low-code and AI evals in one studio. No frameworks to stitch together. No flaky selectors.
await page.goto('https://shop.example.com');
await page.getByRole('button', { name: 'Checkout' }).click();
await expect(page.getByText('Order confirmed')).toBeVisible();
Story → case 94%
Case → automation 88%
CI pass rate 97%
Plays nicely with the tools you already use
faster test authoring vs. hand-written scripts
median CI pass rate across executions
testing surfaces in one studio: web, API, low-code, AI evals
traceability from requirement to automation artifact
The 3-agent engine
Three specialized agents collaborate on every test — so intent, reality and code always agree.
Step 01 · Understand
The requirement parser. Paste a user story or BRD in plain English and Scribe turns it into structured machine intent — steps, data and expected results — with suggested tool actions per step.
Step 02 · Observe
The browser driver. Pilot takes control of a real browser, executes the intent step by step and records a high-fidelity interaction trace — real selectors, real behavior, zero guesswork.
Step 03 · Synthesize
The code synthesizer. Architect fuses abstract intent with Pilot's real trace to draft robust, production-ready Playwright scripts that match the executed steps exactly.
One studio, full lifecycle
Stop stitching together five tools. QEStudio covers the whole quality lifecycle in a single workspace.
Generate comprehensive, approved test cases from user stories in seconds — with coverage tracking from story to case.
Convert approved cases into executable Playwright scripts with the Scribe → Pilot → Architect loop.
Execute, schedule and monitor runs across environments with live charts and run history.
Catalog services, generate schemas and probe endpoints — collections included.
Let non-coders build reliable flows visually while engineers keep full-code control.
Score LLM behavior with structured evaluations before your AI features ship.
Ask anything in enterprise chat — responses are grounded in your vector knowledge base, docs and attachments via RAG.
End-to-end coverage from requirement to automation artifact, plus CI publish status.
How it works
Paste a BRD, user story or manual steps into the studio. Scribe parses the intent live.
Pilot executes the flow in a real browser and streams logs while tracing every interaction.
Architect drafts the Playwright code from intent + trace. Review, approve, done.
Push to GitHub, run in CI, and monitor coverage and pass rates on the dashboard.
Integrations
Sync requirements from Jira or Azure DevOps, push scripts to GitHub, run on every commit — and bring your own models, local or cloud.
Story → case
94%Case → automation
88%End-to-end
86%Every requirement links to its stories, cases, scripts and CI results. Audits become a screenshot.
Loved by QA teams
“We replaced a patchwork of recorders and frameworks with QEStudio. Our regression suite went from two days of manual effort to a 40-minute automated run.”
“The Pilot + Architect loop is the killer feature. Selectors are observed, not guessed — our flaky-test rate basically disappeared.”
“BRD to approved test cases in an afternoon, with full traceability for our auditors. Compliance reviews used to take weeks.”
Product tour
Real screenshots from the running app — the Automation Studio, Integration hub and knowledge graph.
FAQ
No. Describe tests in plain English and the agents do the rest. Engineers can still inspect, edit and version every generated Playwright script.
Any modern web app via real-browser automation, plus REST APIs through the enterprise API toolkit (schema generation, endpoint testing, collections). Low-code flows cover scripted business processes.
Yes. Assign any configured model — local via Ollama or cloud via OpenAI-compatible providers — separately to the Scribe and Architect roles.
Push generated scripts to GitHub and run them in CI. The dashboard tracks pushes, pass rates and execution quality per environment.
Your knowledge base runs on your own vector store, and Enterprise plans support VPC/on-prem deployment with SSO and audit logs.
Join QA teams turning requirements into green CI runs with OnSpot QEStudio.
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