Test Orchestration Agent · QuantumRun

Run 10,000 tests in the time it takes to run 10

Pcloudy's Test Orchestration Agent (QuantumRun) shards your suite, spins up just-in-time test environments, and executes everything in parallel — no infra to manage, no flaky scheduler scripts, no waiting.

Up to 10,000 parallel tests Java & Python (any framework) Just-in-time environments Real-time monitoring
Run #4821 · checkout-regression · Java · TestNG
Running
Total tests
1,248
Parallel workers
240
Passed
892
Elapsed
03:42
Worker-001 · LoginTests
100%
Worker-002 · CartTests
100%
Worker-003 · PaymentTests
72%
Worker-004 · CheckoutTests
58%
Worker-005 · OrderHistoryTests
41%
Worker-006 · DiscountTests
18%
10,000
Tests in parallel
Auto-scale up & down
0
Infra to manage
Just-in-time envs
10+
Languages
Java, Python, JS/TS, C#…
1-click
Run trigger
Or fire from CI/CD

Same suite. 45× faster.

A typical 1,248-test checkout regression run on a single agent vs. sharded across QuantumRun's just-in-time workers.

Sequential · 1 agent 1,248 tests
3h 12m
Pipeline blocks every release
Workers
1
Queue time
~14 min
Idle infra
High
Sharded · QuantumRun 1,248 tests
4m 18s
Ships before your coffee lands
Workers
240
Queue time
0s
Idle infra
None

* Indicative — actual gains depend on suite size, framework, and per-test runtime.

Your suite grew. Your runtime didn't have to.

Most teams hit a wall at a few hundred tests — runners queue, machines stall, and a 3-hour pipeline becomes the bottleneck for every release. Adding more Jenkins agents only moves the pain. Running Appium suites across real Android and iOS devices makes it worse.

QuantumRun — Pcloudy's AI Test Orchestration Agent and part of the QPilot.AI platform — treats execution as an intelligent scheduling problem. Upload your suite as a ZIP, pick your framework, and QuantumRun shards tests across just-in-time environments including real devices — distributing load, eliminating queue time, and finishing in a fraction of the time.

You see one Run page. Behind it, hundreds of workers are reporting back in real time.

Built for elastic test execution

Dynamic scaling

From 10 to 10,000 tests with no infra changes — capacity matches the run.

Intelligent orchestration

AI-driven task distribution across available workers — maximizes throughput, eliminates idle time.

Just-in-time environments

Test environments are spun up per run and torn down after — no idle cost.

What happens when you hit Run

From upload to results — your ZIP flows through the scheduler, fans out across just-in-time workers, and returns aggregated logs with a full audit trail.

Your ZIP

Tests + config
testng.xml
pcloudy.yml
src/tests/…

Scheduler

Shards by framework
S1
S2
S3
S4

Parallel execution

Spun up per run

Aggregated logs

Run ID + audit
✓ 142 passed
✗ 3 failed
run_id: a1b2c3
Isolated environments per run
Run-level audit trail
Auto teardown — no idle cost

From upload to results in four steps

No agent installs, no runner config files, no parallel scheduling scripts to maintain.

1

Create a project

Give it a name and description. Projects group your jobs and runs in one place.

2

Configure the job

Pick automation tool, language, and framework. Upload a ZIP with your test suite and config.

3

Run at scale

Hit Run. QuantumRun shards your tests across just-in-time workers and executes them in parallel.

4

Monitor in real-time

Track every task, watch status update live, and download aggregated logs when the run completes.

See the orchestration, not a feature list

Three surfaces do the heavy lifting — the job setup, the live run page, and the test details panel.

Job Setup
Job Namecheckout-regression
Automation ToolSelenium
LanguageJava
FrameworkTestNG
tests-config.zipUPLOADED
One ZIP, one config

Bundle your suite and dependencies, pick your framework, and you're ready to run.

Live Run Monitor
shard-01120 tests
shard-02120 tests
shard-03120 tests
shard-04120 tests
shard-05120 tests
Watch every shard live

Per-worker progress, status updates, and resource allocation — no refresh needed.

Run Details
Run IDQR-4821
Projectcheckout-suite
Userqa@pcloudy.com
Total Duration04:12
Total Tasks1,248
Download aggregated logs
Full audit trail

Every run gets a unique ID, metadata, and a downloadable log bundle for post-mortem.

Bring your suite as-is

One ZIP, one config — no agents, no DSLs, no rewrites. Trigger from the UI or your CI/CD pipeline.

Expected ZIP structure
tests-config.zip
├── testng.xml
├── pom.xml
├── pcloudy.yml          # job + framework hints
└── src/test/java/
    ├── LoginTests.java
    ├── CartTests.java
    └── CheckoutTests.java
Trigger from your pipeline
# .github/workflows/quantumrun.yml
- name: Trigger QuantumRun
  run: |
    zip -r tests-config.zip ./tests pcloudy.yml
    curl -X POST https://api.pcloudy.com/v1/quantumrun/jobs \
      -H "Authorization: Bearer ${{ secrets.PCLOUDY_TOKEN }}" \
      -F "job_id=checkout-regression" \
      -F "package=@tests-config.zip"
Drop into any CI runner — QuantumRun handles sharding, environments and aggregation.

Built for the runs that block your release

Nightly regression

Run the full suite every night across hundreds of shards. Wake up to a green build — or a triaged failure list.

PR / merge gate

Trigger from your CI on every pull request. Block merges on real test failures, not pipeline timeouts.

Pre-release smoke at scale

Fire 10,000 parallel checks against staging before a release window — without provisioning a single VM.

One orchestrator for every test type

QuantumRun shards Mobile, Web, API and backend suites under the same Run page — same dashboard, same logs, same audit.

Mobile

Appium suites on real devices

Web

Selenium across real browsers

API

REST/GraphQL collections

Backend

Service & integration tests

Everything an execution platform should ship with

Dynamic Scaling

Run 10 tests or 10,000 — capacity is allocated automatically per job.

Intelligent Orchestration

Smart distribution across workers eliminates idle time and network latency.

Just-in-Time Environments

Fresh environments per run. No leftover state, no manual cleanup.

Project & Job Hierarchy

Organise suites by project. Each job is a reusable, configurable run target.

Real-time Status

Live task list, per-shard progress, and aggregated pass/fail counts.

Downloadable Logs

One bundle per run — perfect for triage, audit and CI archival.

Framework Friendly

Bring your existing TestNG, JUnit, PyTest or Robot suites — no rewrites.

Run-level Audit

Every execution is tracked by Run ID, user and project for full traceability.

Bring your existing suite

QuantumRun runs your tests in the language and framework you already use. No rewriting, no new DSL.

Languages

JavaPythonJavaScriptTypeScriptC#RubyKotlinSwiftGroovyPHP
Run your suite in the language your team already writes in.

Frameworks

SeleniumAppiumPlaywrightCypressWebdriverIOPuppeteerTestNGJUnitPyTestunittestBehaveCucumberRobot FrameworkMochaJestJasmineNUnitxUnitRSpecEspressoXCUITestDetoxCalabashEarlGrey
Bundle your suite as a ZIP — QuantumRun handles the rest.
BFSI

Release Pipelines for Banking & Fintech Teams

Nightly regression suites for banking apps routinely exceed 5,000 tests. QuantumRun shards them across hundreds of just-in-time workers — including real Android and iOS devices — so your team wakes up to results, not a blocked pipeline.

  • PCI-DSS and SOC 2 compliant infrastructure.
  • Full run-level audit trail for every execution.
Book a Demo for BFSI Release Pipelines

Frequently asked questions

What is an AI test orchestration agent?

An AI test orchestration agent is software that decides how, where, and when to execute a test suite — sharding tests intelligently, allocating just-in-time workers (including real devices), and aggregating results in real time. Unlike traditional CI runners that execute tests sequentially on a fixed pool of agents, QuantumRun treats execution as a scheduling problem and adapts capacity to the run.

How does QuantumRun differ from Jenkins parallel execution?

Jenkins parallel execution is bound by the number of static agents you provision and maintain. QuantumRun spins up just-in-time workers per run — scaling from 10 to 10,000 tests with no pre-provisioned infra, no idle agents between builds, and no queue time. It also handles real device allocation natively, which Jenkins agents don't.

Can I orchestrate mobile app tests across real devices?

Yes. QuantumRun shards Appium, Espresso, XCUITest and other mobile suites across Pcloudy's 5,000+ real Android and iOS devices. Each shard gets a fresh device session — no emulator drift, no shared state, no flakes from device contention.

How does the Test Orchestration Agent integrate with CI/CD?

Trigger QuantumRun jobs directly from GitHub Actions, Jenkins, GitLab CI, Azure DevOps, Bitbucket Pipelines or CircleCI. Bundle your suite as a ZIP, POST it to the QuantumRun API with your token, and the run executes as part of your pipeline. Aggregated results and logs come back for archival in your build artifacts.

What is a just-in-time test environment and why does it matter?

A just-in-time environment is a fresh, isolated worker (or real device session) provisioned at run time and torn down when the job finishes. There's no leftover state between runs, no idle infrastructure cost, and no manual cleanup — every test starts from a known, clean baseline.

Is the Test Orchestration Agent suitable for banking and fintech release pipelines?

Yes. BFSI nightly regression suites routinely exceed 5,000 tests across web and mobile. QuantumRun shards them across hundreds of just-in-time workers — including real devices on real networks — on PCI-DSS and SOC 2 compliant infrastructure, with a full run-level audit trail for every execution.

How does intelligent sharding work?

QuantumRun analyses your suite (test count, framework, historical runtime where available) and distributes tests across workers to balance load and minimise total wall-clock time. Mobile tests are matched to compatible real device pools; web and API tests fan out across compute workers. The goal: every shard finishes at roughly the same time, with no straggler blocking the run.

What frameworks and languages does QuantumRun support?

Languages: Java, Python, JavaScript/TypeScript, C#, Ruby, Kotlin, Swift, Groovy, PHP. Frameworks: Selenium, Appium, Playwright, Cypress, WebdriverIO, Puppeteer, TestNG, JUnit, PyTest, unittest, Behave, Cucumber, Robot Framework, Mocha, Jest, Jasmine, NUnit, xUnit, RSpec, Espresso, XCUITest, Detox, Calabash, EarlGrey. Bring your existing suite — no rewrites, no new DSL.

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