AiScripto

Enterprise Autonomous Testing Platform

AiScripto is an enterprise-grade, AI-powered end-to-end test automation orchestration platform designed to eliminate the brittle coding and maintenance bottlenecks for Quality Assurance (QA) organizations. By translating human-written, plain-text manual test cases (Natural Language) into production-ready executable Playwright TypeScript test suites and reusable Page Object Models (POM), AiScripto compresses software regression development cycles by over 80%.

Core Technology Stack & Architecture

• Multi-Phase Agentic Pipeline: Driven by advanced foundation models via Model Context Protocol (MCP) to seamlessly ingest test cases from tools like Azure DevOps REST APIs and execute intelligent context analysis.
• Cross-Regional Inference Layer: Architected natively on AWS, leveraging Amazon Bedrock (Claude 3.5 Sonnet) for high-performance multi-turn reasoning and application-aware UI component discovery.
• AI Self-Healing Intelligence: Powered by a localized, persistent Memory Knowledge Graph that intercepts execution failures, automatically identifies updated element locators, and auto-repairs broken test specifications at runtime without manual intervention.
• Decoupled Serverless Telemetry: Integrates an HTTPS POST /dev/log pipeline through AWS API Gateway and AWS Lambda to asynchronously stream execution metadata into Amazon DynamoDB for real-time FinOps cost tracking, while archiving diagnostics into secure Amazon S3 buckets.

Security & Governance

Built ground-up with a strict zero-data-retention philosophy, AiScripto enforces absolute multi-tenant environment isolation utilizing granular AWS IAM Role authorization and AWS STS temporary token management across all distributed compute clusters.