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TestPilot (Aziro Beta)

TestPilot (Aziro Beta)

Aziro

|
14 installs
| (0) | Free
🚀 Supercharge your QA with TestPilot’s AI-powered, on-prem multi-agent engine—delivering high-quality test cases in seconds while maintaining full data sovereignty.
Installation
Launch VS Code Quick Open (Ctrl+P), paste the following command, and press enter.
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🚀 Aziro TestPilot (Beta)

🧠 AI-Powered Test Automation for Modern QA Teams

🚀 Supercharge your QA with TestPilot’s AI-powered, on-prem multi-agent engine—delivering high-quality test cases in seconds while maintaining full data sovereignty.



⚠️ Note : Aziro TestPilot is currently available for **internal use only during the beta phase.

🌟 Why Choose TestPilot?

  • Lightning-Fast Delivery: Cut manual test writing by up to 80%, freeing your team to focus on innovation.
  • AI Collaboration: Multiple intelligent agents reason and refine together to ensure optimal coverage and precision.
  • Enterprise Security: Zero external dependencies—100% on-premise deployment for compliance and privacy.
  • Seamless Workflow: Integrates natively with VS Code and major CI/CD platforms without altering your existing toolchain.
  • Customizable & Extensible: Configure agent logic, test templates, and coverage rules to match your team’s standards.

✨ Core Features

🚀 AI-Driven Test Generation

  • Context-Aware: Understands code patterns, naming conventions, and business logic.
  • Rapid Output: Generates dozens of unit and integration tests in one command.
  • Maintainable Code: Produces clean, idiomatic test code that aligns with your style guide.

🤖 Collaborative Multi-Agent System

  • Comprehension Agents parse source files to identify functions, classes, and UI elements.
  • Analysis Agents detect missing paths, edge conditions, and UI gaps via DOM introspection.
  • Synthesis Agents build test scaffolding, mocks, and assertion logic.
  • Refinement Agents perform QA on generated code, ensuring reliability and readability.

🔍 Intelligent Edge-Case Discovery

  • Boundary Testing: Suggests values at limits and off-by-one scenarios.
  • Error Path Simulation: Crafts tests for exception handling and failure modes.
  • Performance Scenarios: Proposes load and stress test cases for critical methods.

🔗 CI/CD & Pipeline Automation

  • Headless CLI: testpilot-cli --workspace . --headless for zero-touch integration.
  • Plugin Support: Ready-made tasks for Jenkins, GitLab CI/CD, Azure Pipelines, and GitHub Actions.
  • Reporting: Generates coverage and quality reports for dashboards and pull request checks.

🛠 Polyglot Framework Support

  • Out-of-the-box templates for React, Angular, Vue, Node.js, Express, and Vanilla JS
  • Language Agnostic Core: Agents can be extended for Python, Java, or .NET ecosystems (planned).

🔒 Enterprise-Grade Security

  • On-Premise Execution: All inference and processing occur locally—no cloud calls.
  • Role-Based Access: Integrate with LDAP/Active Directory for user-level permissions.
  • Audit Logs: Detailed records of agent actions and test generation sessions.

🏗️ Cutting-Edge Technology

TestPilot is built on a micro-agent architecture, where each lightweight service specializes in distinct QA tasks:

  • Symbolic Reasoners leverage AST analysis, type inference, and pattern-matching to grasp code semantics.
  • Dynamic Message Bus ensures low-latency, high-throughput inter-agent communication.
  • Iterative Refinement Loop: Agents evaluate, critique, and improve each other’s outputs until quality gates are met.
  • Plugin-Orchestrator Core: Governs agent lifecycle, load balancing across CPU/VM nodes, and fault tolerance.

Experience next-gen AI synergy—where agents adapt to your codebase’s unique challenges and evolve over time.


⚙️ Extension Commands & UI

Command Description
testpilot.openPanel Launch the TestPilot dashboard
testpilot.generateTests Create tests for the active file or entire project
testpilot.analyzeDom Extract DOM elements and UI component insights
testpilot.runAllAgents Execute a full-suite analysis and test generation
testpilot.openLogs Open detailed logs showing agent interactions

💡 Pro Tip: Use keyboard shortcut Ctrl+Shift+T to instantly trigger test generation on your active file.


📖 Usage & Integration

  1. Activate: Open TestPilot via Activity Bar or Ctrl+Shift+P → TestPilot: Open Panel
  2. Configure: Tailor .vscode/testpilot.json with workspace-specific rules, ignored files, and agent parameters.
  3. Generate: Click Generate Tests for on-demand or automated test creation.
  4. Preview & Review: Inspect suggested tests in the sidebar; accept or tweak before insertion.
  5. Automate: Add testpilot-cli steps to your CI/CD pipelines for continuous QA feedback.

📦 Access & Licensing

TestPilot is available via subscription only.
Due to the on-premise AI infrastructure and hardware requirements, general access is restricted to licensed users.

📩 To request a trial or enterprise license, please contact our sales team at marketing@aziro.com.


🌍 Real-World Impact

“Integrating TestPilot cut our manual test backlog by 70% and improved coverage by 25% in just two weeks.”
— QA Lead, Global E-commerce Platform

“The on-prem agent model gave us confidence to comply with strict data regulations while leveraging cutting-edge AI.”
— CTO, Financial Services Firm


⚠️ Known Issues & Roadmap

  • Beta Scope: Current support for JS/TS; Python and Java support coming soon.
  • Warm-Up Latency: Agents initialize on first run; caching optimizations underway.
  • Custom Agent SDK: Developer preview to write your own agents arriving in v1.0.3

📝 Release Notes

1.0.2-beta (Jun 28, 2025)

  • 🏁 Beta launch: Multi-agent orchestration, test generation, DOM analysis.
  • 🔄 Automatic edge-case detection and CI integration.
  • 🔒 Enterprise on-prem security model.

Stay updated—subscribe to release notes on our GitHub.


📚 Resources & Support

  • 📑 VS Code Extension Guidelines
  • 🌐 Aziro Homepage
  • 🔧 TestPilot GitHub
  • 📩 dominic@aziro.com


With Regards,
Dominic
📧 dominic@aziro.com

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