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RAG Implementation for LLM Apps

Implement production-ready Retrieval-Augmented Generation (RAG) systems to ground LLM responses in external knowledge and proprietary data.

Project Architecture Guide

Streamlines project initialization with standardized architecture patterns, discovery questions, and optimized technology stacks.

GDPR Compliance Scanner

Audits applications and data systems to identify GDPR compliance gaps and generate actionable remediation reports.

Structured Design Architect

Guides architectural planning, technology selection, and risk identification to prevent technical debt before implementation.

ThinkFirst: Measurable Goal Setting

Transforms abstract problem definitions into concrete, measurable objectives to ensure project success and prevent understanding debt.

GitHub Actions Templates

Generates production-ready CI/CD workflows for automated testing, Docker builds, and multi-environment deployments.

Python Performance Optimization

Profiles and optimizes Python code to eliminate bottlenecks, reduce memory usage, and enhance application execution speed.

Phase 0: Structured Problem Definition

Defines the core purpose and objectives of a development task through structured interviews to prevent understanding debt.

Probitas Setup

Initializes Probitas project environments and installs necessary CLI tools for E2E testing and automation.

Async Python Patterns

Implements high-performance asynchronous logic in Python using asyncio and non-blocking concurrency patterns.

Disaster Recovery Planning

Architects and implements backup strategies, disaster recovery runbooks, and high-availability infrastructure patterns.

Java DDD Scheduler Job Generator

Generates standardized scheduler jobs in the adapter layer with consistent packaging, batch configurations, and safe retry logic.

Multi-Cloud Architecture Architect

Designs robust multi-cloud systems by integrating services across AWS, Azure, and GCP while avoiding vendor lock-in.

Database Replication Manager

Automates the setup and management of database replication, failover, and high availability for PostgreSQL and MySQL.

Multi-Agent Search Orchestrator

Orchestrates specialized search agents to gather internal codebase insights and external technical documentation efficiently.

APM Dashboard Creator

Automates the generation of comprehensive Application Performance Monitoring dashboards for Grafana, Datadog, and other observability platforms.

Prometheus Monitoring Setup

Configures comprehensive Prometheus monitoring for infrastructure and applications through metrics collection, scraping, and alerting rules.

Memory & Knowledge Management

Orchestrates centralized knowledge capture by routing development learnings to specialized domain-specific memory files.

Security Compliance Reporter

Generates comprehensive security compliance reports for standards like PCI DSS, HIPAA, and SOC 2 through automated data gathering and formatting.

WordPress Block Development

Streamlines the creation, registration, and maintenance of modern WordPress Gutenberg blocks using industry-standard patterns and metadata.

GraphQL API Development

Builds high-performance GraphQL APIs with comprehensive schema design, real-time subscriptions, and optimized data fetching.

GraphQL Schema Generator

Generates comprehensive GraphQL schemas, resolvers, and type definitions from data models to accelerate API development.

Prompt Rewrite & Scoping

Transforms ambiguous user goals into structured, execution-ready briefs with clear constraints and acceptance criteria.

Playwright Browser Automation

Automates browser interactions and web testing using Playwright CLI and specialized interaction templates.

Mobile Push Notifications

Streamlines the implementation of Expo and Firebase push notification systems for cross-platform mobile apps.

Harness CI

Automates the creation and optimization of container-native CI pipelines using Harness Test Intelligence and cloud infrastructure management.

Codex-AI Advanced Code Intelligence

Automates deep code reviews, algorithm design, and architectural analysis using high-reasoning Codex models.

Expo Workflows

Streamlines mobile app development by automating Expo project setup, EAS builds, and over-the-air updates.

MongoDB Aggregation Pipeline Builder

Optimizes and generates complex MongoDB aggregation pipelines for sophisticated data transformation and analysis.

Conventional Git Commits

Automates the creation of standardized git commits using the Conventional Commits specification and intelligent logical change splitting.