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Distributed systems are used across cloud platforms and large-scale applications, among others. Instead of relying on one computer or service, distributed systems divide work acros...
The theory behind why some distributed computations are safely coordination-free, and how to spot which ones are. Every distributed systems engineer eventually runs into the same w...
Distributed Spring Batch partitioning already needs a shared, persistent job repository. This article makes that database the whole coordination plane and drops the message broker,...
Distributed systems rarely fail as a single unit. More often, one dependency slows down, one shard becomes unavailable, one region loses capacity, or one pool saturates while neigh...
Hello, I'm Maneshwar. I'm building git-lrc, a Micro AI code reviewer that runs on every commit. It is free and source-available on Github. Star git-lrc to help devs discover the pr...
Have you ever looked at a system design document and winced at the rigid demand for strict consistency? We have all been there. Engineers love neat little rules. For years, the CAP...
Why building Android apps has become less about writing screens and more about understanding systems, state, timing, and everything around…Continue reading on Level Up Coding »
Dynamo, Cassandra, and every major CDN route requests through an idea from a 1997 theory paper. Almost nobody using it has actually read why it works. Consistent hashing shows up i...
Deploying modern software applications across sprawling networks of cloud data centers and edge devices is a constant balancing act. Engineers must keep services running when hardw...
CRDTs let replicas merge concurrent edits without coordination. The catch is what it costs to keep them talking to each other, and how delta-state CRDTs quietly fix it. Coordinatio...
Microservices do not eliminate transactions. They force architects to decide where a transaction should end. That decision is harder than it sounds. A business operation that was o...
AI applications used to be relatively simple. A user sent a prompt. An application sent that prompt to a model. The model returned an answer. The application displayed it. That a...
In distributed systems engineering, few architectural divides are as deep—or as philosophically opposed—as how different runtimes handle failure. When an unexpected error occurs, w...
Crash faults and Byzantine faults are not the same problem, and reaching for blockchain-grade guarantees inside a trusted internal network usually solves a problem you don’t have....
Two generals sit on opposite hills, staring down at a walled city between them. Their combined armies can take it. Either army alone will…Continue reading on Medium »
Comparing how protobuf, Avro, and Cap’n Proto solve the same backward-compatibility problem Nobody deploys a distributed system all at once. The protobuf team says it plainly in th...
Retries are one of the simplest ways to make a distributed system appear more reliable. A transient connection failure, overloaded replica, or short-lived network interruption can...
When you are pushing terabytes of weights to hundreds of GPU nodes, unicast stops being a solution. Here is what actually works — and where multicast still struggles. The Problem E...
A simple bit of webhook consumption is sometimes not that simple:
At a logistics visibility company, the shipment state can change thousands of times per second due to the massive scale of operations. Such changes take place when, for instance, a...
AI has removed the typing from software engineering & left the system design. DHH told Rails World that writing code by hand is no longer economically productive ; Artemis engi...
Learn to design a database caching system with cache-aside, TTL, invalidation, single-flight and jitter to prevent cache stampedes.
Ten minute delivery looks like magic from the app. Underneath, a chain of geospatial lookups, live inventory, event streams and rider dispatch has seconds to do its job, and this i...
The Illusion of a Single Database In a traditional monolithic application, maintaining data consistency is straightforward. If you need to create a new order and update warehouse i...
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