Software Development
Six production-ready use cases for engineering teams. Each one shows how cognitive patterns turn LLM calls from ad-hoc prompts into systematic, quality-assured workflows.
| Use Case | Patterns | Integration |
|---|---|---|
| PR Review Pipeline | CodeReviewer + RiskAssessor + BottleneckIdentifier | LangChain LCEL chain |
| Incident Response | RootCauseAnalyzer + DiagnosticRootCauseAnalyzer + SystemHealthAuditor | AutoGen multi-agent |
| Architecture Decisions | DecisionFramework + TradeoffAnalyzer + ConstraintOptimizer | Blueprint + Markdown export |
| Technical Debt Analysis | BottleneckIdentifier + DependencyMapper + EfficiencyAnalyzer | Blueprint + quality gate |
| Developer Onboarding | TechnicalTranslator + ScaffoldingFramework + SocraticQuestioner | Agent Skill + LangChain memory |
| AI-Assisted Testing | StepByStepReasoner + ErrorDetectionFramework + RiskAssessor + HypothesisGenerator | CrewAI + Blueprint |
All examples use Python 3.10+. Enterprise patterns require a license key.