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