Automated Pull Request Quality Assurance
Software Development
Overview
Automatically clone, analyze, test, and annotate every GitHub pull request with quality suggestions before human code review begins.
Key Stakeholders
Application Developers - Faster feedback loops, improved code quality
Development Teams - Reduced manual review overhead
Project Managers - Consistent quality standards and audit trails
Agent Developers - Per-analysis compensation model
Technical Architecture
Deployment: Coral Server with GitHub webhook integration
Infrastructure: Containerized agents with shared workspace volumes
Agent Ecosystem
Interface Agent - GitHub webhook processing and session orchestration
GitClone Agent - Repository cloning and diff generation
CodeDiffReview Agent - Risk assessment and test identification
UnitTestRunner Agent - Automated test execution
RepoUnitTestAdvisor Agent - Coverage analysis and test suggestions
RepoUnderstanding Agent - Architecture change detection
DocConsistencyChecker Agent - Documentation validation
Workflow
PR Creation - Developer pushes branch and opens pull request
Webhook Processing - Interface Agent receives GitHub webhook, creates Fed session
Code Retrieval - GitClone Agent clones repository and generates file-change manifest
Risk Analysis - CodeDiffReview Agent identifies risky changes and affected tests
Test Execution - UnitTestRunner Agent runs test suite and logs results
Coverage Assessment - RepoUnitTestAdvisor Agent analyzes coverage gaps and suggests additional tests
Architecture Review - RepoUnderstanding Agent updates repository map for architectural changes
Documentation Check - DocConsistencyChecker Agent validates documentation consistency
Settlement - All agents submit claims, escrow pays out fees, unused budget returned
Success Metrics
Session Budget: Default 2K tokens (configurable)
Test Coverage: Threshold-based analysis
Processing Speed: Webhook to analysis completion
Quality Improvement: Reduction in human review time
Failure Handling
Clone Failures: Rate limit handling with developer notification
Test Timeouts: Retry logic (max 2 attempts) with failure summaries
Low Coverage: Manual review flags when confidence < 0.6