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Repository pattern in Go service

https://pawelgrzybek.com/repository-pattern-in-go-service/

#golang #designpatterns #systemdesign

Throughput vs Storage: Kafka vs Database 📊

Database:
• High Storage (billions of records)
• Low Throughput (writes/sec limited)
• Complex queries possible ✓

Kafka:
• Very High Throughput (millions/sec!)
• Low Storage (temporary)
• No queries (only sequential)

They don't compete. They complement each other.

Use database for storage, Kafka for streaming.

#Kafka #Database #SystemDesign

Why does everything feel unstable even when systems are “working”?
Because modern institutions increasingly separate power from responsibility.

This essay calls the pattern the Great Decoupling & traces it across finance, platforms, housing, and governance—then lays out concrete design principles for re‑coupling accountability into systems themselves.
When no one is responsible, responsibility disappears.

https://thinkingprospectus.substack.com/p/the-great-decoupling-how-incentives

#Accountability #Institutions #SystemDesign #PoliticalEconomy

Power has scaled globally. Responsibility has not.
Modern systems function by design around a moral minimum:
If it’s legal and profitable, it’s acceptable.
But legality is not morality—and no system survives indefinitely without accountability.

“A system can be legal, efficient, and socially destructive at the same time.”

Essay:

https://faithandbelievers.substack.com/p/the-great-decoupling-power-without

#TheGreatDecoupling
#PowerAndResponsibility
#MoralEconomy
#SystemDesign
#InstitutionalFailure
#Capitalism
#Accountability

Fundamentals of Microservices: Node.js Microservices — From Zero to Cloud

As we move into 2026, the demand for scalable, distributed systems has made architectural modularity more critical than ever before. Mastering the transition from monolithic structures to decoupled se...

📺 Watch here: https://www.youtube.com/watch?v=2DPP5aKk0aQ

##Microservices ##Nodejs ##SystemDesign ##SoftwareArchitecture