Blog tag

#system design

5 posts tagged with system design.

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4 min read

From Hardcoded Logic to Agent-Driven Routing: Refactoring ClawHub’s Orchestration Layer

How I replaced ClawHub’s monolithic routing node with agent self-determination to improve scalability and reduce coupling.

agent architecturesystem designrefactoringscalabilityClawHubdistributed systems
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4 min read

Decoupling from Legacy Services: Removing Motia Integration in the Vultr Scraper

How we ripped out a brittle third-party integration and replaced it with a unified, maintainable worker model.

pythonrefactoringlegacy-codesystem-designbackend-engineering
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4 min read

Migrating from ARQ to Motia: Building a Lightweight, Event-Driven Worker Framework for Scalable Scraping

We replaced ARQ with our custom event-driven framework Motia to gain control, clarity, and reliability in our scraping workflows.

PythonBackground JobsDistributed SystemsWeb ScrapingSystem Design
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4 min read

How We Replaced Legacy Automations with a Scalable Workflow Engine in HomeForged

We rebuilt HomeForged's rigid automation system from the ground up with a dynamic, skill-driven workflow engine in Laravel.

LaravelWorkflow EnginePHPBackend EngineeringSystem Design
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4 min read

Building a Modular Automation Engine: Why We Replaced n8n in HomeForged

We replaced n8n with a custom modular workflow engine tightly integrated into HomeForged’s Laravel architecture for better security, control, and scalability.

Laravelworkflow-automationmodular-architecturesystem-designHomeForged
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