Agentic QE Fleet - AI-Driven Quality Engineering Platform

The Agentic QE Fleet is a comprehensive quality engineering platform that provides autonomous testing, quality analysis, and deployment readiness assessment through a swarm of specialized AI agents.

Features

• AI-Driven Test Generation: Generate comprehensive test suites using Claude Sonnet 4.5
• Parallel Test Execution: Execute tests across multiple frameworks concurrently
• Real-Time Coverage Analysis: Detect coverage gaps with O(log n) sublinear algorithms
• Intelligent Quality Gates: AI-driven quality assessment and enforcement
• Performance Testing: Load testing and performance profiling with k6, JMeter, Gatling
• Security Scanning: Multi-layer security analysis (SAST, DAST, dependencies, containers)
• Deployment Readiness: Multi-factor deployment risk assessment
• Production Intelligence: Learn from production incidents and user behavior
• Regression Risk Analysis: Smart test selection based on code change impact
• Flaky Test Detection: Statistical analysis and auto-stabilization

Installation

npm install agentic-qe
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Quick Start

import { FleetManager, Task, TaskPriority } from 'agentic-qe';

// Initialize the fleet
const fleet = new FleetManager({
  agents: [
    { type: 'test-generator', count: 2 },
    { type: 'test-executor', count: 4 },
    { type: 'coverage-analyzer', count: 1 }
  ]
});

await fleet.initialize();
await fleet.start();

// Submit a task
const task = new Task(
  'test-generation',
  'Generate unit tests',
  { filePath: './src/services/UserService.ts' },
  {},
  TaskPriority.HIGH
);

await fleet.submitTask(task);
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Architecture

The fleet uses a distributed agent architecture with:

• Event-Driven Coordination: Real-time agent communication via EventBus
• Shared Memory: Cross-agent knowledge sharing through MemoryManager
• Sublinear Optimization: O(log n) algorithms for scale
• Fault Tolerance: Automatic retry and recovery mechanisms

Author

AQE Development Team

License

MIT

Version

1.0.0