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How etl-pipeline-mcp handles high-velocity webhooks, PII scrubbing, and data warehouse loading without third-party dependencies.
I've been building a HubSpot integration and recently completed the OAuth installation flow. Before submitting the application to the HubSpot Marketplace, I'd like to validate the installation experie
Integrating bioinformatics datasets with physical robotic hardware is notoriously difficult. Biological data (like UniProt or NCBI strings) is unstructured, while physical motors (steppers and bionic
How to configure an RFC 9116 compliant vulnerability disclosure policy with dynamic auto-expiry, PGP signature routing, and global CORS headers.
Hey developers and full-stack builders, When we build and deploy APIs, npm packages, or custom developer utilities, our focus is naturally on writing clean code, maintaining REST/GraphQL standards, an
SEOSiri
318 posts
Founder seosiri 🇧🇩 Marketing-led design 🎨 Expert in SEO, DevOps, Web/Plugin Dev & AI Agent building. High-tech solutions for your business. 💬 me! Know me more- https://www.seosiri.com/p/about.html
For any developer, the problem with a monolithic architecture is obvious: tight coupling, single points of failure, and an inability to scale components independently. For years, my marketing strategy was a monolith, and it had all the same problems.
SEO was one service.
Social Media was another.
The communication between them? Non-existent.
The result was a brittle, underperforming system. The solution was to refactor—to break down the monolith and build a modern, distributed, cross-network system where each channel acts as a microservice that communicates with the others.
I've documented the entire architecture in a new playbook. It covers the 5 core components of this system:
The Central Hub (Your Website): The single source of truth.
The Spokes (Authority Networks): Choosing the right external APIs.
Content Atomization: Creating one data object (pillar content) and distributing it in multiple formats.
The Event Bus (Retargeting & UTMs): The tracking layer that connects user actions across services.
The Feedback Loop (Analytics): The monitoring and optimization layer.
This isn't just marketing theory; it's a systems-thinking approach to building a scalable growth engine. I published the full spec on SEOSiri