SENTINEL
Universal AI-Powered Testing Platform
Overview
SENTINEL is an AI-powered universal testing platform that automatically generates, executes, and maintains tests across 15+ programming languages. It combines static analysis, dynamic testing, and AI-driven test generation to achieve unprecedented code coverage.
Project Stats
The Problem
Software teams spend 30-40% of development time writing and maintaining tests. Manual test creation is slow, test suites become outdated quickly, and coverage gaps lead to production bugs. Most testing tools only work with specific languages or frameworks.
Our Solution
SENTINEL uses AI to understand code semantics and automatically generate comprehensive test suites. It supports 25 different test types (unit, integration, e2e, performance, security) and works across any language. The platform continuously monitors code changes and updates tests accordingly.
Technical Difficulty
Building a universal parser that understands code semantics across 15 languages was the biggest challenge. We developed a novel AST-agnostic representation that allows our AI to reason about code structure regardless of language. The Rust core ensures blazing fast performance even on million-line codebases.
Project Workflow
Language Analysis
Technologies Used
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