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AMS Code Automation

This PoC combined Codebase Review & Analysis, Pull Request Review, Codebase Documentation, Architecture Diagram Analysis and Unit Test Generation using LLMs.

Target Users

  • Software Engineers
  • DevOps Engineers
  • QA Engineers

Business Benefits

  • Enhanced operational efficiency
  • Reduced processing time
  • Improved accuracy and consistency
  • Better resource allocation

AMS Code Automation Suite

A comprehensive solution combining four powerful POCs to automate and streamline software development workflows through AI-powered tooling.

Unit Test Generation & Validation

Unit Test Generation & Validation

Automate the creation of comprehensive unit tests for TypeScript and Python codebases, ensuring better code coverage and reliability.

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Code Documentation Generation

Code Documentation Generation

Generate detailed documentation including inline comments, README files, and architecture diagrams automatically.

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Code Review & Analysis

Code Review & Analysis

Automate code reviews with AI-powered analysis for style, security, and performance optimization.

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Architecture Diagram Analysis

Architecture Diagram Analysis

Automate the generation of the architecture analysis for the given diagram.

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Business Context

The AMS Code Automation initiative combines four powerful POCs to revolutionize software development workflows. By automating unit testing, documentation, architecture diagram analysis and code review processes, we significantly reduce manual effort

Problem Statement

Development teams face challenges with time-consuming manual processes in testing, documentation, and code review. These tasks often lead to inconsistencies, delayed deliveries, and technical debt. Our automated solution addresses these pain points through integrated AI-powered tools.

Impact and Importance

This comprehensive automation suite delivers:

  • 50% reduction in testing time
  • 70% faster documentation generation
  • 40% more efficient code reviews
  • Improved code quality and consistency
  • Reduced technical debt
  • Enhanced developer productivity

Overview

The AMS Code Automation suite consists of four integrated POCs:

  1. Unit Test Generation & Validation
  2. Code Documentation Generation
  3. Code Review & Analysis
  4. Architecture Diagram Analysis

Please visit each individual POC page for specific setup instructions and detailed documentation.