# #architecture — MDRSS hashtag feed

> Public MDRSS cards tagged #architecture.
> Canonical feed: https://mdrss.com/feeds/architecture

## Cards (43)

### [Theming Architecture](https://mdrss.com/web-mobile/accessibility-and-mobile-ux/901466/901466.md)

A robust theming system enables applications to support multiple visual appearances (light/dark modes, brand themes) while maintaining consistency and developer experience. Use it to give an agent explicit responsibilities, steps and constraints.

Classification: web-mobile/accessibility-and-mobile-ux · Feed: web-mobile · Updated: 2026-08-04T13:54:51.641Z · Version: 1

### [Component Architecture Patterns](https://mdrss.com/web-mobile/accessibility-and-mobile-ux/901464/901464.md)

Well-architected components are reusable, composable, and maintainable. This guide covers patterns for building flexible component APIs that scale across design systems. Use it to give an agent explicit responsibilities, steps and constraints.

Classification: web-mobile/accessibility-and-mobile-ux · Feed: web-mobile · Updated: 2026-08-04T13:54:51.641Z · Version: 1

### [Python Project Structure & Module Architecture](https://mdrss.com/software-craft/programming-and-runtime/901405/901405.md)

Design well-organized Python projects with clear module boundaries, explicit public interfaces, and maintainable directory structures. Good organization makes code discoverable and changes predictable. Use it to give an agent explicit responsibilities, steps and constraints.

Classification: software-craft/programming-and-runtime · Feed: software-craft · Updated: 2026-08-04T13:54:51.641Z · Version: 1

### [LangChain & LangGraph Architecture](https://mdrss.com/ai-agents/agent-design-and-orchestration/901343/901343.md)

Master modern LangChain 1.x and LangGraph for building sophisticated LLM applications with agents, state management, memory, and tool integration. Use it to give an agent explicit responsibilities, steps and constraints.

Classification: ai-agents/agent-design-and-orchestration · Feed: ai-agents · Updated: 2026-08-04T13:54:51.641Z · Version: 1

### [Error Analysis and Resolution](https://mdrss.com/software-craft/architecture-and-distributed-systems/901295/901295.md)

You are an expert error analysis specialist with deep expertise in debugging distributed systems, analyzing production incidents, and implementing comprehensive observability solutions. Use it to give an agent explicit responsibilities, steps and constraints.

Classification: software-craft/architecture-and-distributed-systems · Feed: software-craft · Updated: 2026-08-04T13:54:51.641Z · Version: 1

### [Architecture Decision Records](https://mdrss.com/software-craft/architecture-and-distributed-systems/901288/901288.md)

Comprehensive patterns for creating, maintaining, and managing Architecture Decision Records (ADRs) that capture the context and rationale behind significant technical decisions. Use it to give an agent explicit responsibilities, steps and constraints.

Classification: software-craft/architecture-and-distributed-systems · Feed: software-craft · Updated: 2026-08-04T13:54:51.641Z · Version: 1

### [Data Pipeline Architecture](https://mdrss.com/data-research/research-and-evaluation/901260/901260.md)

You are a data pipeline architecture expert specializing in scalable, reliable, and cost-effective data pipelines for batch and streaming data processing. Use it to give an agent explicit responsibilities, steps and constraints.

Classification: data-research/research-and-evaluation · Feed: data-research · Updated: 2026-08-04T13:54:51.641Z · Version: 1

### [C4 Architecture Documentation Workflow](https://mdrss.com/software-craft/architecture-and-distributed-systems/901223/901223.md)

Generate comprehensive C4 architecture documentation for an existing repository/codebase using a bottom-up analysis approach. Use it to give an agent explicit responsibilities, steps and constraints.

Classification: software-craft/architecture-and-distributed-systems · Feed: software-craft · Updated: 2026-08-04T13:54:51.641Z · Version: 1

### [C4 context](https://mdrss.com/software-craft/architecture-and-distributed-systems/901222/901222.md)

You are a C4 Context-level architecture specialist focused on creating high-level system context documentation following the C4 model. Use it to give an agent explicit responsibilities, steps and constraints.

Classification: software-craft/architecture-and-distributed-systems · Feed: software-craft · Updated: 2026-08-04T13:54:51.641Z · Version: 1

### [C4 code](https://mdrss.com/software-craft/architecture-and-distributed-systems/901221/901221.md)

You are a C4 Code-level documentation specialist focused on creating comprehensive, accurate code-level documentation following the C4 model. Use it to give an agent explicit responsibilities, steps and constraints.

Classification: software-craft/architecture-and-distributed-systems · Feed: software-craft · Updated: 2026-08-04T13:54:51.641Z · Version: 1

### [Stitch Architecture Reference](https://mdrss.com/growth/marketing-seo-and-growth/901218/901218.md)

Stable patterns for working with Stitch. This file covers concepts and taxonomies that remain consistent across SDK versions. For the current API surface (parameter names, return shapes, enum values), the authoritative source is the SDK repository linked in the Stitch Documentati. Use it to give an agent explicit responsibilities, steps and constraints.

Classification: growth/marketing-seo-and-growth · Feed: growth · Updated: 2026-08-04T13:54:51.641Z · Version: 1

### [architecture-patterns — detailed patterns and worked examples](https://mdrss.com/software-craft/api-backend-and-databases/901204/901204.md)

architecture-patterns — detailed patterns and worked examples captures reusable agent playbook guidance for api, backend & databases. Use it to give an agent explicit responsibilities, steps and constraints.

Classification: software-craft/api-backend-and-databases · Feed: software-craft · Updated: 2026-08-04T13:54:51.641Z · Version: 1

### [Advanced Architecture Patterns — Reference](https://mdrss.com/software-craft/api-backend-and-databases/901203/901203.md)

Deep-dive implementation examples for DDD bounded contexts, Onion Architecture, Anti-Corruption Layers, and full project structures. Referenced from SKILL.md. Use it to give an agent explicit responsibilities, steps and constraints.

Classification: software-craft/api-backend-and-databases · Feed: software-craft · Updated: 2026-08-04T13:54:51.641Z · Version: 1

### [Architecture Patterns](https://mdrss.com/software-craft/api-backend-and-databases/901202/901202.md)

Master proven backend architecture patterns including Clean Architecture, Hexagonal Architecture, and Domain-Driven Design to build maintainable, testable, and scalable systems. Use it to give an agent explicit responsibilities, steps and constraints.

Classification: software-craft/api-backend-and-databases · Feed: software-craft · Updated: 2026-08-04T13:54:51.641Z · Version: 1

### [Backend architect](https://mdrss.com/software-craft/api-backend-and-databases/901190/901190.md)

You are a backend system architect specializing in scalable, resilient, and maintainable backend systems and APIs. Use it to give an agent explicit responsibilities, steps and constraints.

Classification: software-craft/api-backend-and-databases · Feed: software-craft · Updated: 2026-08-04T13:54:51.641Z · Version: 1

### [Architecture & Design Principles](https://mdrss.com/ai-agents/agent-design-and-orchestration/901176/901176.md)

This marketplace follows industry best practices with a focus on granularity, composability, and minimal token usage. Use it as a repeatable review, validation or hardening pass.

Classification: ai-agents/agent-design-and-orchestration · Feed: ai-agents · Updated: 2026-08-04T13:54:51.641Z · Version: 1

### [Agent Reference](https://mdrss.com/ai-agents/agent-design-and-orchestration/901175/901175.md)

Complete reference for all 203 local specialized AI agents organized by category with model assignments. Use it as a repeatable review, validation or hardening pass.

Classification: ai-agents/agent-design-and-orchestration · Feed: ai-agents · Updated: 2026-08-04T13:54:51.641Z · Version: 1

### [Architecture](https://mdrss.com/ai-agents/agent-design-and-orchestration/901173/901173.md)

Top-level architectural map for the claude-agents marketplace. Detail lives in docs/architecture.md; this file is the index per the OpenAI harness-engineering pattern. Use it to ground design choices in named patterns, trade-offs and examples.

Classification: ai-agents/agent-design-and-orchestration · Feed: ai-agents · Updated: 2026-08-04T13:54:51.641Z · Version: 1

### [System Design](https://mdrss.com/software-craft/architecture-and-distributed-systems/901079/901079.md)

Hey, I hope this course provides a great learning experience. Use it to build a structured path from fundamentals to hands-on practice.

Classification: software-craft/architecture-and-distributed-systems · Feed: software-craft · Updated: 2026-08-04T13:54:51.641Z · Version: 1

### [Maelstrom](https://mdrss.com/software-craft/architecture-and-distributed-systems/901075/901075.md)

Maelstrom is a workbench for learning distributed systems by writing your own. It uses the Jepsen testing library to test toy implementations of distributed systems. Maelstrom provides standardized tests for things like "a commutative set" or "a transactional key-value store", an. Use it to make implementation decisions and avoid common dead ends.

Classification: software-craft/architecture-and-distributed-systems · Feed: software-craft · Updated: 2026-08-04T13:54:51.641Z · Version: 1

### [Jepsen](https://mdrss.com/software-craft/architecture-and-distributed-systems/901074/901074.md)

Jepsen is a Clojure library. A test is a Clojure program which uses the Jepsen library to set up a distributed system, run a bunch of operations against that system, and verify that the history of those operations makes sense. Jepsen has been used to verify everything from eventu. Use it to make implementation decisions and avoid common dead ends.

Classification: software-craft/architecture-and-distributed-systems · Feed: software-craft · Updated: 2026-08-04T13:54:51.641Z · Version: 1

### [Clean Code](https://mdrss.com/software-craft/programming-and-runtime/901073/901073.md)

Notes on the book Clean Code - A Handbook of Agile Software Craftsmanship by Robert C. Martin. Use it to ground design choices in named patterns, trade-offs and examples.

Classification: software-craft/programming-and-runtime · Feed: software-craft · Updated: 2026-08-04T13:54:51.641Z · Version: 1

### [Python Cheat Sheet: Practical Language Reference](https://mdrss.com/software-craft/programming-and-runtime/901069/901069.md)

Comprehensive Python Cheatsheet ===============================. Use it when a task needs concrete terminology, constraints or implementation detail.

Classification: software-craft/programming-and-runtime · Feed: software-craft · Updated: 2026-08-04T13:54:51.641Z · Version: 1

### [Architecture decision record (ADR)](https://mdrss.com/software-craft/architecture-and-distributed-systems/901047/901047.md)

An architecture decision record (ADR) is a document that captures an important architecture decision made along with its context and consequences. Use it to ground design choices in named patterns, trade-offs and examples.

Classification: software-craft/architecture-and-distributed-systems · Feed: software-craft · Updated: 2026-08-04T13:54:51.641Z · Version: 1

### [Triton: Dynamic Binary Analysis Framework](https://mdrss.com/software-craft/programming-and-runtime/901016/901016.md)

As Triton is a kind of a part-time project, please, don't blame us if it is not fully reliable. Open issues or pull requests are always better than trolling =). However, you can follow the development on twitter @qb triton. Use it to navigate the topic and choose relevant methods, papers or tools.

Classification: software-craft/programming-and-runtime · Feed: software-craft · Updated: 2026-08-04T13:54:51.641Z · Version: 1

### [ML System Design Case Studies Repository](https://mdrss.com/software-craft/architecture-and-distributed-systems/901014/901014.md)

This repository is a comprehensive collection of 300+ case studies from over 80 leading companies, showcasing practical applications and insights into machine learning (ML) system design. Companies like Netflix, Airbnb, and. Use it to navigate the topic and choose relevant methods, papers or tools.

Classification: software-craft/architecture-and-distributed-systems · Feed: software-craft · Updated: 2026-08-04T13:54:51.641Z · Version: 1

### [System Design 101](https://mdrss.com/software-craft/architecture-and-distributed-systems/901005/901005.md)

Whether you're preparing for a System Design Interview or you simply want to understand how systems work beneath the surface, we hope this repository will help you achieve that. Use it to build a structured path from fundamentals to hands-on practice.

Classification: software-craft/architecture-and-distributed-systems · Feed: software-craft · Updated: 2026-08-04T13:54:51.641Z · Version: 1

### [MailSniper](https://mdrss.com/software-craft/testing-and-quality/2501/2501.md)

MailSniper is a penetration testing tool for searching through email in a Microsoft Exchange environment for specific terms (passwords, insider intel, network architecture information, etc.). It can be used as a non-administrative user to search their own email or by an Exchange administrator to search the mailboxes of every user in a domain.

Classification: software-craft/testing-and-quality · Feed: software-craft · Updated: 2026-08-04T12:22:38.168Z · Version: 1

### [metaswarm](https://mdrss.com/ai-agents/coding-agents/2324/2324.md)

A self-improving multi-agent orchestration framework for Claude Code, Gemini CLI, and Codex CLI. Coordinate 18 specialized AI agents and 13 orchestration skills through a complete software development lifecycle, from issue to merged PR, with recursive orchestration, parallel review gates, and a git-native knowledge base.

Classification: ai-agents/coding-agents · Feed: ai-agents · Updated: 2026-08-04T12:22:38.168Z · Version: 1

### [HomeRail](https://mdrss.com/ai-agents/agent-frameworks/2231/2231.md)

English | 中文 HomeRail is a TypeScript runtime that turns one-off agent chats into auditable, reusable workflows. The name comes from what it is: Home — it runs on your own homelab, NAS, or home server, serving the people who live there; Rail — the track shape of a DAG, where agent work flows node to node along explicit edges instead of pooling in a single chat.

Classification: ai-agents/agent-frameworks · Feed: ai-agents · Updated: 2026-08-04T12:22:38.168Z · Version: 1

### [Key Features](https://mdrss.com/llm-engineering/models-and-training/1774/1774.md)

MASFactory is a graph-centric framework for orchestrating Multi-Agent Systems with Vibe Graphing: Start from intent, generate a graph design, preview and refine it in a visual environment, compile it into an executable workflow, and trace node states, messages, and shared state at runtime. Turn natural-language intent into a structural design, then iteratively converge to an executable, reusable workflow.

Classification: llm-engineering/models-and-training · Feed: llm-engineering · Updated: 2026-08-04T12:22:38.168Z · Version: 1

### [Star History](https://mdrss.com/growth/ai-search-and-geo/1760/1760.md)

Optimize websites for AI-powered search engines (ChatGPT, Claude, Perplexity, Gemini, Google AI Overviews) while maintaining traditional SEO foundations. This tool optimizes for where traffic is going, not where it was.

Classification: growth/ai-search-and-geo · Feed: growth · Updated: 2026-08-04T12:22:38.168Z · Version: 1

### [Bootstrap project to work with microservices using Java](https://mdrss.com/software-craft/languages-and-idioms/1712/1712.md)

Watch the videos demonstrating the project Read about the project here The idea of this project is to provide you a bootstrap for your next microservice architecture using Java. we are addressing main challenges that everyone faces when is starting with microservices.

Classification: software-craft/languages-and-idioms · Feed: software-craft · Updated: 2026-08-04T12:22:38.168Z · Version: 1

### [Hierarchical Autonomous Agent Swarm (HAAS)](https://mdrss.com/ai-agents/agent-frameworks/1561/1561.md)

You can chat with this custom ChatGPT to figure out what's going on! The Autonomous AI Lab discord for the ACE Framework and HAAS Project is now open: https://discord.gg/mJKUYNm8qY This is first and foremost a high velocity hacking group.

Classification: ai-agents/agent-frameworks · Feed: ai-agents · Updated: 2026-08-04T12:22:38.168Z · Version: 1

### [Content generation solution accelerator](https://mdrss.com/growth/product-growth-and-gtm/1536/1536.md)

This solution accelerator is an internal chatbot that interprets and understands context and direction from creative briefs to create multi-modal text and image content for marketing ad campaigns. Built on the Microsoft Agent Framework with HandoffBuilder orchestration, it uses specialized AI agents to parse briefs, research product data, generate content, and validate brand compliance.

Classification: growth/product-growth-and-gtm · Feed: growth · Updated: 2026-08-04T12:22:38.168Z · Version: 1

### [Picsou](https://mdrss.com/crypto/funding-and-grants/1416/1416.md)

Self-hosted personal finance dashboard Track bank accounts, brokerage, crypto, and net worth — all in one place. Otherwise, open http://localhost:8080 — the setup wizard walks you through admin credentials, CORS, and (optionally) Enable Banking.

Classification: crypto/funding-and-grants · Feed: crypto · Updated: 2026-08-04T12:22:38.168Z · Version: 1

### [Kronk](https://mdrss.com/llm-engineering/models-and-training/1358/1358.md)

Copyright 2025-2026 Ardan Labs hello@ardanlabs.com https://kronkai.com This project lets you use Go for hardware accelerated local inference with llama.cpp and whisper.cpp directly integrated into your Go applications via the yzma and bucky modules. Kronk provides a high-level API that feels similar to using an OpenAI compatible API.

Classification: llm-engineering/models-and-training · Feed: llm-engineering · Updated: 2026-08-04T12:22:38.168Z · Version: 1

### [PowerInfer: Fast Large Language Model Serving with a Consumer-grade GPU](https://mdrss.com/llm-engineering/serving-and-retrieval/1244/1244.md)

PowerInfer is a CPU/GPU LLM inference engine leveraging activation locality for your device. Project Kanban https://github.com/SJTU-IPADS/PowerInfer/assets/34213478/fe441a42-5fce-448b-a3e5-ea4abb43ba23 PowerInfer v.s.

Classification: llm-engineering/serving-and-retrieval · Feed: llm-engineering · Updated: 2026-08-04T12:22:38.168Z · Version: 1

### [C4-PlantUML](https://mdrss.com/software-craft/architecture-and-design/1206/1206.md)

C4-PlantUML includes macros, stereotypes, and other goodies (like VSCode Snippets) for creating C4 diagrams with PlantUML. If LAYOUTLANDSCAPE() is combined with Lay() calls then the elements are correct positioned based on the new implementation.

Classification: software-craft/architecture-and-design · Feed: software-craft · Updated: 2026-08-04T12:22:38.168Z · Version: 1

### [Awesome Microservices](https://mdrss.com/software-craft/architecture-and-design/949/949.md)

A curated list of Microservice Architecture related principles and technologies. Table of Contents Please, read the Contribution Guidelines before submitting your suggestion.

Classification: software-craft/architecture-and-design · Feed: software-craft · Updated: 2026-08-04T12:22:38.168Z · Version: 1

### [Domain-Driven Hexagon](https://mdrss.com/software-craft/architecture-and-design/944/944.md)

This readme includes techniques, tools, best practices, architectural patterns and guidelines gathered from different sources. Code examples are written using NodeJS, TypeScript, NestJS framework and Slonik for the database access.

Classification: software-craft/architecture-and-design · Feed: software-craft · Updated: 2026-08-04T12:22:38.168Z · Version: 1

### [iOS Good Practices](https://mdrss.com/web-mobile/mobile-development/786/786.md)

iOS Good Practices ================== Just like software, this document will rot unless we take care of it. We encourage everyone to help us on that – just open an issue or send a pull request!

Classification: web-mobile/mobile-development · Feed: web-mobile · Updated: 2026-08-04T12:22:38.168Z · Version: 1

### [SciWrite](https://mdrss.com/learning/writing-and-communication/755/755.md)

--- --- name: manuscript-writing-review description: > Use this skill when asked to review, edit, or improve the writing quality of a scientific or engineering manuscript. Triggers include: "review my writing," "check my manuscript," "improve clarity," "clean up the prose," "edit for journal submission," "writing review," or any request to evaluate sentence-level quality, eliminate clutter, fix passive voice, or enforce keyword consistency in a research paper draft.

Classification: learning/writing-and-communication · Feed: learning · Updated: 2026-08-04T12:22:38.168Z · Version: 1