TesboX: CI-Native End-to-End Automation Framework

A structured automation system connecting test case management, script development, CI execution, and reporting into one measurable workflow.
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Trusted by teams that ship at scale

Teams rely on TesboX by QAble, for test infrastructure that holds up under internal reviews, enterprise scrutiny, and real release pressure.
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"TesboX gave us stable Playwright CI signal and reduced our release risk without slowing engineering."
QA Leader, Enterprise SaaS Company
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What is TesboX ?

TesboX is QAble’s engineered end-to-end automation solution built to increase release confidence.
It transforms E2E automation from a fragile test suite into a reliable CI signal that your engineering team can trust on.
By connecting test case management, automation development, CI execution, and reporting into one controlled workflow, TesboX ensures:
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High-impact business flows are protected first
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Automation remains reliable as the product evolves
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CI performance stays controlled and predictable
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Decisions are driven by signal quality, not test count
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Your repository, Our ownership!
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What TesboX delivers

TesboX delivers structured test automation systems built for release confidence and scale. Every signal is measurable, reliable, and engineered for predictable CI performance.
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Release Clarity
Reliable automation output that tells you whether to release or not.
40%
faster releases
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Regression Protection
Critical business flows validated before every production release cycle.
85%
coverage
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Failure Transparency
Trace-backed failure artifacts that simplify debugging and reproduction.
60%
faster debug
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Predictable CI
Controlled execution that maintains consistent runtime performance.
< 10min
CI runtime
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Automation Longevity
Engineered quality & stability standards that keep automation reliable through change.
< 2%
CI runtime

Why QAble?

Automation only works when it strengthens engineering velocity. TesboX by QAble is built with production-grade standards, where reliability is measured and release signals are clear.
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Engineering-first standards (PRs, reviews, conventions)
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Outcome-driven approach (signal quality over test count)
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Reliability discipline (flake treated like an incident)
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Transparent weekly reporting with measurable success metrics

How TesboX works

select → build → run → report
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Select the Right Tests

Automation begins with risk. Suites are selected based on critical business flows and release impact, not volume.

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Build Maintainable Automation

Tests are generated or updated following structured patterns, reusable components, and production-grade conventions.

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Commit to your repository

Automation lives in your repository and follows your PR and review standards.

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Run in CI

Suites run on every pull request, schedule, or release gate with parallelized, performance-controlled execution.

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Generate artifacts

Every failure records trace, screenshots, video, logs, and build-level diagnostics.

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Report and act

Results are converted into trend visibility, failure clustering, flake tracking, and release readiness insights.

TesboX Architecture

TesboX unifies test case creation, intent, automation execution, CI orchestration, and reporting into one governed system.Every signal flows through a controlled pipeline designed for visibility and scale.
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1. Test Case Management
Defines intent, scope, and coverage priorities based on critical business flows.
2. Agentic Test Builder + Human Review
Executes suites with controlled runtime and sharding.
3. Repository Integration
Ensures all automation lives in your codebase and follows structured PR workflows. 
4. CI/CD Execution
Triggers parallel runs on pull requests, schedules, and release gates.
5. Parallel Execution
Executes suites with controlled runtime and sharding.
6. Test Artifacts
Captures trace, screenshots, logs, and diagnostic outputs per run. 
7. Tesbo Report
Consolidates execution data into stability trends, failure clustering, and release readiness insights.
8. Test Inteligence & Alerts
Provides dashboard visibility & delivers actionable alerts to the right stakeholders with artifact links.

TesboX Modules

Every TesboX module solves a specific layer of the Test Automation lifecycle.
Combined, it delivers stability, execution control, and release intelligence.
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Stability Governance
Organizes cases, suites, runs, and reports with full traceability.
Module 1 of 5
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Agentic Test Development
AI generates automation efficiently, and a defined human review loop ensures reliability, structure, and engineering-grade discipline.
Module 2 of 5
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CI Execution Engine
Controls execution through orchestration, parallelization, runtime budgets, and release gates.
Module 3 of 5
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Tesbo Report
Translates execution results into measurable test intelligence, stability trends, failure clustering, and release readiness decisions.
Module 4 of 5
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Notifications and Alerts
Provides run completion alerts with artifact links and dashboard visibility, governed by signal-to-noise controls.
Module 5 of 5

Tesbo Report - Reporting built for decisions

Tesbo Report shows patterns, stability, and readiness. It transforms run data into structured test intelligence that answers one question clearly: is the release ready?
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Failure Clustering
Repeated failures grouped to reduce triage time.
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Release Readiness View
Critical flows monitored with clear pass/fail health signals.
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Flake Visibility
Stability trends tracked so automation does not lose trust.
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Artifact-first debugging
Every failure connected to trace, screenshots, and logs.

Why TesboX stays reliable over time

Most automation breaks during maintenance. TesboX stays reliable because reliability is engineered, governed, and continuously enforced.
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< 2%
Stability Governance
Flake thresholds are defined, tracked, and reviewed against agreed SLOs.
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100%
Structured Failure Classification
Every failure is categorized as application, test, environment, or data-related.
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24h
Flake Isolation Workflow
Unstable tests are immediately isolated, tracked, and resolved systematically.
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DoD
Clear Release Signal
Tests are complete only when CI clearly indicates ship or hold.
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Clean
Deterministic Data Control
Test data is isolated per run, predictable, and cleaned after execution.
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< 10m
Execution Budget Control
Suite runtime is monitored and maintained within defined performance limits.
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Average Flake Rate
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Mean time to fix flakes
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hours
CI stability (7-day)
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%

How we engage with teams

From a 4-week pilot to ongoing managed execution, engagement scales with your needs. We begin with clarity, then expand toward sustained coverage and CI stability.
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TesboX Pilot

2-4 weeks
Baseline assessment, framework setup, CI integration, initial critical flows.
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Baseline assessment + success metrics
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Framework + CI integration
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Initial critical-flow suite + reporting baseline
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TesboX Managed

Monthly
Coverage growth, stability SLOs, weekly reviews.
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Coverage growth aligned to roadmap
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Stability targets and maintenance workflow
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Weekly review using Tesbo Report
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TesboX Pilot

2-4 weeks
Baseline assessment, framework setup, CI integration, initial critical flows.
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Embedded engineers working in your repo
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Sprint-aligned delivery + maintenance
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PR reviews and shared standards

TesboX vs Traditional Automation

Traditional automation is either fully manual scripting or fully AI-driven record-and-playback. TesboX combines acceleration with quality & control. AI accelerates coverage, scripts preserve control and reliability.

Coverage Growth

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AI accelerates test creation by generating more coverage faster, while engineers review and shape it into clean, maintainable automation code.
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Coverage grows slowly because tests are written manually from scratch, requiring significant effort to expand and maintain over time.
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Maintainability and Change

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Structured automation adapts to evolving business flows, with engineers refining updates to preserve maintainability and long-term suite stability.
88
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Product changes require heavy refactoring, causing fragile test suites that frequently break and demand repeated manual stabilization efforts.
35

Flexibility for Business Requirements

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Reusable components and controlled scripting model real business workflows while maintaining flexibility across roles, integrations, and evolving product logic.
95
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Rigid scripts or record-and-replay tools struggle with complex workflows, branching logic, role-based access, and edge case scenarios.
30

Reliability in CI

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Stability is tracked continuously, with flake classification and enforced standards preserving consistent, trustworthy CI signal over time.
94
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Test suites degrade gradually as flakiness increases, creating noisy CI results that reduce trust in automation reliability.
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Debuggability

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Every failure is backed by test artifacts (trace, screenshots, video) and Tesbo Report clusters failures so triage becomes fast and repeatable.
88
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Failures provide limited context, requiring manual reproduction efforts and extended investigation time to determine root causes accurately.
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Ownership

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Automation resides fully within your repository, enabling complete ownership, extension flexibility, and alignment with your evolving roadmap.
100
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Tool-driven automation often creates dependency, limiting flexibility and restricting teams from extending frameworks independently over time.
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AI builds speed. Quality Intelligence builds certainty.

See TesboX in action

A short walkthrough of the full automation lifecycle from selection to release signal.

Proof of Quality Intelligence

Real constraints, real workflows, measurable outcomes
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FinTech Payment Gateway

Payment processing API • Transaction state machines • Fraud logic • PCI compliance
Challenge
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PCI DSS compliance requirements
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Cannot use production data in tests
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Complex transaction state machines
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Real-time fraud detection systems
What We Applied
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Deterministic test data generation for payment scenarios
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Isolated test accounts per test run
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Parallel execution across 8 workers
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Integration with PagerDuty for critical failures
Results
Release Speed
50% faster hotfix validation
Regressions
Zero payment processingregressions in 6 months
Triage Time
75% faster incident triage
Flake Rate
0.8% stable over time
Test Coverage
35% → 92%
CI Reliability
62% → 99%
Incident Response
45% → 11%
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Enterprise Saas Platform

Multi-tenant B2B platform     •     2-week sprints with weekly releases      •     25 engineers, 3 QA
Constraints
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Complex RBAC with 12 permission levels
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Limited staging environment (shared across teams)
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20+ third-party integrations
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Compliance requirements for audit trails
What we did
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Week 1-2: TesboX pilot with 15 critical flows
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Week 3-6: Expanded to 80 tests covering auth, billing, integrations
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Implemented role-based test data factory
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CI integration with GitHub Actions (sharded execution)
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Tesbo Report configured for release gates
Results
Release Speed
35% faster release decisions
Regressions
60% fewer productionregressions
Triage Time
40% reduction in triage time
Flake Rate
1.2% (from 8% baseline)
Test Coverage
45% → 87%
CI Reliability
68% → 96%
Incident Response
14% → 9%
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Healthcare Scheduling Platform

Patient-provider scheduling system     •     Monthly releases with emergency patches     •     15 engineers, 2 QA
Constraints
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HIPAA compliance for data handling
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Complex timezone and availability logic
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Multi-role workflows (patients, providers, admins)
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Legacy system integrations via HL7
What we did
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HIPAA-compliant test data management
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Timezone-aware test scenarios
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Role-based test user pools
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Screenshot redaction for PHI
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Weekly stability reviews with stakeholders
Results
Release Speed
28% faster release cycles
Regressions
45% reduction inscheduling bugs
Triage Time
50% faster root causeidentification
Flake Rate
1.5% maintained below SLO
Test Coverage
50% → 85%
CI Reliability
71% → 94%
Incident Response
60% → 93%
When signal is engineered, release decisions become simple.

Ready to experience TesboX in your ecosystem?

No sales pitch
Technical walkthrough
Your actual workflows
sales@qable.io
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