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Software Development
Beyond the CAP Theorem: What PACELC Tells Us That CAP Never Could
Why the CAP theorem is frequently misunderstood, and how the PACELC model gives teams a more honest framework for database…
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Software Development
The Hidden Complexity of Schema Evolution: How Data Outlives the Code That Created It
A theoretical framework for thinking about backward and forward compatibility across Avro, Protobuf, JSON, and relational schemas — before a…
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Meta JCG
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Software Development
Understanding Consensus Algorithms: What Raft and Paxos Are Actually Solving and Why It Is Difficult
If you have ever configured an etcd cluster for Kubernetes, used CockroachDB, connected to a Consul service registry, or worked…
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Software Development
Understanding API Caching and Its Benefits in Improving Performance and User Experience
Every time a user taps a button, loads a feed, or runs a search, their request travels across a network…
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Software Development
Isolating Noisy Neighbors in Distributed Systems: The Power of Shuffle-Sharding
Every team running a multi-tenant service eventually meets the same uninvited guest: a tenant whose workload quietly monopolizes shared resources,…
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Meta JCG
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Enterprise Java
Spring Modulith 2.0: Enforcing Module Boundaries Before Microservices
Most Java teams hit a wall sooner or later. The monolith that felt manageable at launch gradually turns into a…
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Core Java
The Java Memory Model Explained: Happens-Before and Concurrency Semantics
There is a quiet assumption embedded in almost every line of Java ever written: that when one thread writes a…
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