Left CoastTech

AI-Powered Quality Engineering

Today's QA teams are on the battlefield of quality—understaffed, overworked, and in need of a true force multiplier. Our AI-native platform isn't another "no-code" gimmick; it's a workspace designed for professional SDETs who need superhuman productivity without sacrificing quality.

Human-in-the-Loop AI: Automate the Toil, Not the Thinking

The AI-Native Difference

We recognize that AI isn't ready to "black-box" the nuanced domain knowledge required for great testing. Instead, our platform uses a human-in-the-loop model where your engineers' expertise guides the AI. Traditional test recorders are notoriously brittle—failing on complex locators, missing crucial test data setup, and producing simple scripts incompatible with modern frameworks.

Our approach is different: it's a conversational workflow where you work alongside AI. Using Playwright MCP, you control a real browser through natural language commands. The platform watches what you do, records your assertions, and searches a RAG database of your codebase to understand existing patterns. The result: complete, framework-integrated tests with proper data setup, page objects, step definitions, and maintainable locators.

RAG Database: Your Living Documentation

The platform maintains a searchable knowledge base of your entire codebase—models, components, existing tests, setup patterns. When generating test data or scripts, it retrieves similar examples and understands your architecture, ensuring new tests follow established patterns and conventions.

Playwright MCP: Browser Control Through Conversation

Control a real browser using natural language: "/pw-login admin", "/add-assertion header says 'Screen Patient'". Playwright MCP executes your commands while the platform records every action, building up a complete test session that gets transformed into production-ready code.

The Workflow:

  1. 1. Generate Test Data: Describe what you're testing. The platform searches the RAG database for similar patterns, generates context-aware setup scripts, and validates them against your application.
  2. 2. Navigate & Record: Using Playwright MCP, control a real browser through conversation. Click, fill forms, navigate—while the platform records every action and assertion you define.
  3. 3. Generate Framework Code: The platform converts your browser session into production-ready test code—complete with page objects, step definitions, and robust locators.
  4. 4. Integrate & Commit: The platform integrates the test into your framework architecture, following your team's patterns and conventions—ready for review and merge.

The Force Multiplier QA Teams Need

10x

Engineer Productivity

What used to take days now takes hours. Our platform doesn't replace your SDETs—it makes them superhuman. Focus on strategy and edge cases while AI handles the repetitive grunt work.

Zero

Brittle Recorder Scripts

Unlike traditional recorders that generate fragile, unmaintainable code, our platform produces framework-compliant tests with robust locators, proper assertions, and data setup—code you'll actually want to maintain.

100%

Engineer Control

Human-in-the-loop means you're always in the driver's seat. Review, refine, approve. Your expertise guides the AI—never the other way around. No black boxes, just better tools.

Built for Professional SDETs, Not "No-Code" Gimmicks

Our AI-native platform is purpose-built for engineers who demand quality. We don't believe AI can replace the nuanced domain knowledge of a skilled SDET—but we know it can eliminate the toil that bogs them down. Your team gets superhuman productivity without sacrificing control or code quality.

Why It Works

  • ✓ Deep Codebase Context: RAG understands your architecture, not just your API surface
  • ✓ Framework-Native Output: Generates code that matches your existing test patterns
  • ✓ Engineer-in-Control: You guide strategy; AI handles implementation
  • ✓ Maintainable by Design: No brittle selectors or magic—just clean, readable tests

What You Get

  • → Complete Tests: Setup, execution, assertions, teardown—all generated contextually
  • → Robust Locators: AI identifies stable, semantic selectors that won't break on UI tweaks
  • → Data Handling: Automatic fixture setup for complex test scenarios
  • → Comprehensive Coverage: Edge cases and error paths you might have missed

Superhuman Productivity, Human Control

Traditional recorders are brittle and limited. Our platform pairs your engineers' domain knowledge with AI's tireless execution—turning your SDETs into a force that can handle 10x the workload without sacrificing quality.

Ready to Give Your QA Team Superpowers?

Let's discuss how our AI-powered quality platform can 10x your SDET productivity while maintaining full engineer control. Schedule a demo to see conversational test generation in action.

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