#architecture AI Prompts

As an expert Cloud Architect and Software Engineer specializing in scalable microservices, your task is to design a production-ready microservices system for a {{SYSTEM_TYPE}} application, designed to handle up to {{DAILY_USERS}} daily users. Your design must be comprehensive, detailing key architectural components, technology choices, communication patterns, and deployment strategies. Provide justifications for critical decisions.

Your design must include the following sections:<br / . . .

As a Principal Architect, design a multi-agent system, leveraging the Model Context Protocol (MCP), to fully automate the implementation of a new feature within a full-stack TypeScript monorepo.

Project Context:
- Monorepo Stack: Next.js 15 (frontend), NestJS (backend).
- Database: PostgreSQL, using Drizzle ORM for schema definitions and migrations.
- UI Framework: Tailwind CSS v4.
- Access Control: Role-Based Access Control (RBAC) imple . . .

As a Full-Stack Architect, design and implement a comprehensive Product Management System. Provide full, production-ready code for both backend and frontend components, along with a deployment configuration.

Core Functionality:
CRUD operations for products, each with a name, price, category, and an optional image upload.

1. Technologies & Architecture:
- Backend: FastAPI (Python), SQLAlchemy, PostgreSQL, Pydantic, Pillow.
- **Frontend . . .

As a Senior Software Architect, design a highly scalable, fault-tolerant, and performant system for the given use case and requirements.

Use Case: {USE_CASE_DESCRIPTION}

Functional Requirements:
- {KEY_FEATURES_COMMA_SEPARATED}

Non-Functional Requirements:
- Scalability: Must support horizontal scaling to handle peak loads.
- Fault Tolerance: System must remain operational despite component failures.
- Latency: API resp . . .

A colossal, futuristic temple, blending ancient architectural grandeur with advanced design, adorned with ethereal, glowing runes. Enveloped in a mystical, ethereal mist, illuminated by dramatic volumetric lighting. Featuring intricate, highly detailed textures of weathered stone and gleaming sci-fi metal. Captured with a dramatic, cinematic wide-angle composition, creating an epic science fantasy masterpiece. . . .

A luxurious {BRAND} fashion store, intricately crafted from pristine white flowers, stands majestically in the bustling heart of a Parisian street. The entire structure is adorned as a grand Christmas gift, with oversized, vibrant red ribbons and a magnificent bow elegantly wrapping around it. Soft, freshly fallen snow delicately blankets the floral surfaces, while gentle snowflakes drift through the air. Integrated warm glowing holiday lights cast a magical festive ambiance. Elegant bystanders . . .

A colossal {BRANDNAME} {PRODUCT TYPE} reimagined as a transparent crystal architectural masterpiece. The building meticulously replicates the exact dimensions and distinctive shape of the real product, ensuring instant recognition. It features clean, precise edges, accurate proportions, and a sophisticated, premium architectural aesthetic – avoiding any random alterations or distorted styles.

The entire structure is crafted from 100% transparent crystal glass, casting soft reflections . . .

Shot of a curated modern loft. A low, plush brown leather sofa anchors the
scene, positioned beneath a raw, textured abstract painting. A sleek beige
rug and glass-top coffee table ground the space. On the table:
monochrome photography books and fashion catalogs. Floor lamp with
oversized white dome shade to the left. Neutral tones dominate.
Everything feels deliberate, slow, spacious.
. . .

A striking piece of contemporary Islamic-inspired architecture with a monumental arched entrance. The facade is covered in a dynamic brick lattice pattern that curves upward into a sweeping, wave-like organic form. Hundreds of interlocking geometric tiles create depth, texture, and rhythm across the surface. At the center is a massive glass archway reflecting warm golden interior lights, showing ceiling patterns inside. The scene is set in daylight, with two people standing at the entrance for s . . .

A stunning traditional Asian house built into a rocky canyon, featuring intricate tilework, arched windows, and wooden balconies. The structure blends seamlessly with the surrounding cliffs, with detailed Islamic geometric patterns and ornate carvings on the facade. A vibrant turquoise river flows directly beneath the house, with a Persian carpet laid above the water, creating a surreal and magical atmosphere. The natural rock walls frame the scene dramatically, with warm sunlight highlighting t . . .