🚀 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
- Activate: Open TestPilot via Activity Bar or Ctrl+Shift+P → TestPilot: Open Panel
- Configure: Tailor
.vscode/testpilot.json with workspace-specific rules, ignored files, and agent parameters.
- Generate: Click Generate Tests for on-demand or automated test creation.
- Preview & Review: Inspect suggested tests in the sidebar; accept or tweak before insertion.
- 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
With Regards,
Dominic
📧 dominic@aziro.com
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