Quarkus Backend Patterns
Implements production-grade Quarkus 3.x architecture patterns including Apache Camel integration, RESTful API design, and event-driven service layers.
Product Lens
Analyzes product viability, validates user needs, and prioritizes features before engineering implementation begins.
UI Polish & Design Engineering
Applies professional design-engineering refinements to polish interface spacing, typography, motion, and interaction states.
GAN-Style Agent Harness
Orchestrates a multi-agent generator-evaluator framework to autonomously build production-grade applications with rigorous quality control.
Finance & Billing Operations
Manages evidence-first revenue auditing, pricing logic verification, and billing model diagnostics through direct code and data analysis.
Agent Architecture Audit
Diagnoses and repairs systemic failures across the 12-layer agent stack to ensure reliability in LLM-powered applications.
Production Audit
Audits applications for production readiness using local evidence to identify critical risks and blockers before launch.
Quarkus Verification Loop
Automates comprehensive verification pipelines for Quarkus applications, including builds, tests, security scans, and native image validation.
Quarkus Security Expert
Implements comprehensive security patterns for Quarkus applications, covering authentication, authorization, and vulnerability prevention.
Prisma Patterns
Implement production-grade Prisma ORM patterns for TypeScript backends while avoiding common performance and architectural pitfalls.