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Backend Architecture Patterns

Implements robust architectural patterns like Clean Architecture and Domain-Driven Design to build maintainable and scalable backend systems.

MLOps Pipeline Workflow

Builds end-to-end MLOps pipelines to automate data preparation, model training, validation, and production deployment.

LLM Application Evaluation

Implements comprehensive evaluation frameworks for LLM applications using automated metrics, human feedback, and systematic benchmarking.

Grafana Dashboard Architect

Designs and implements production-grade Grafana dashboards for comprehensive system and application observability.

E2E Testing Patterns

Implements robust end-to-end testing suites using Playwright and Cypress to ensure application reliability and prevent regressions.

Root Cause Tracing

Traces software bugs backward through the call stack to identify and resolve original triggers rather than symptoms.

SQL Optimization Patterns

Optimizes database performance through advanced indexing, EXPLAIN plan analysis, and efficient query implementation patterns.

Defense-in-Depth Validation

Implements multi-layered data validation patterns to eliminate bugs by making them structurally impossible across entry points, business logic, and environment guards.

Frontend Design Expert

Creates distinctive, production-grade frontend interfaces and web components that avoid generic AI aesthetics through intentional design thinking.

Git Workflow & Release Manager

Standardizes Git operations through conventional commits, semantic versioning, and automated release management workflows.

Skill Creator for Claude Code

Guides the development of specialized Claude Code skills through a structured process of initialization, resource planning, and automated validation.

Changelog Generator

Transforms technical git commits into polished, user-facing release notes and customer-friendly changelogs automatically.

Theme Factory

Styles digital artifacts like slides and documents with professional, curated color palettes and font pairings.

Competitive Ads Extractor

Extracts and analyzes competitor advertisements from major platforms to provide actionable marketing insights and creative inspiration.

Internal Communications Assistant

Generates professional internal communications including status reports, newsletters, and team updates based on specific organizational formats.

Advanced React Artifacts Builder

Builds sophisticated, multi-component React artifacts for Claude.ai using Tailwind CSS and shadcn/ui components.

Slack GIF Creator

Generates and optimizes animated GIFs and emojis specifically tailored for Slack's technical constraints and file size limits.

MCP Server Builder

Provides a comprehensive workflow and best practices for developing high-quality Model Context Protocol (MCP) servers.

Invoice Organizer

Automates the organization of messy invoices and receipts by extracting key data, renaming files consistently, and sorting them into tax-ready folders.

Kubernetes Incident Debugging

Guides systematic investigation and root cause analysis of Kubernetes pod failures and service degradations.

KPI Delta Charts

Configures dynamic KPI delta displays with trend indicators and period-over-period comparisons for Drizzle Cube dashboards.

KPI Text Configuration

Configures customizable text templates to display metric values and status messages within Drizzle Cube dashboards.

Skill Share

Automates the creation, validation, and Slack distribution of custom Claude Code skills for enhanced team collaboration.

Line Chart Configuration

Configures time-series and trend analysis line charts for drizzle-cube dashboards with support for multiple data series.

Area Chart Configuration

Configures professional area charts and stacked time-series visualizations for drizzle-cube dashboards.

Drizzle Cube Definition

Defines type-safe semantic layer cubes using Drizzle ORM for multi-tenant analytics and business logic abstraction.

SQL Optimization Patterns

Optimizes database performance through advanced indexing strategies, query plan analysis, and efficient data retrieval patterns.

Supabase Query Optimizer

Optimizes Supabase PostgreSQL database performance by analyzing execution plans and implementing advanced indexing and RLS strategies.

Markdown Dashboard Content

Configures markdown content portlets within drizzle-cube dashboards to provide static text, documentation, and formatted headers.

Prometheus Configuration & Monitoring

Configures Prometheus for comprehensive metric collection, infrastructure monitoring, and automated alerting systems.