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Why I Built an Interactive Sandbox to Learn Distributed Systems

When you first start studying system design and distributed systems, almost everything is taught through static boxes and arrows. Someone draws a Lo…

distributedsystemssystemdesignopensourcearchitecture
Dev.to Oct 14, 2026, 22:15 UTC
EN

Idempotency keys done right: exactly-once effects over at-least-once networks

Why "just retry" creates duplicate payments, and a PostgreSQL-backed design for idempotency keys that survives double clicks, timeouts, crashes and…

apibackenddistributedsystemspostgres
Dev.to Oct 14, 2026, 04:19 UTC
EN

How to Prevent Retry Storms in Microservices

Quick Answer: A retry storm occurs when deeply nested microservices independently retry failed downstream requests, causing exponential traffic ampl…

microservicessystemdesigndistributedsystemsbackend
Dev.to Oct 11, 2026, 14:26 UTC
EN

Vector Clocks, Explained With a Budget

In short: When the same data is edited on several devices, "keep the newest" is unreliable, because device clocks disagree and messages arrive late.…

distributedsystemsvectorclocksgocausality
Dev.to Oct 9, 2026, 21:28 UTC
EN

Why Industrial Edge Gateways Need Store-and-Forward

Why Industrial Edge Gateways Need Store-and-Forward Many teams still treat an industrial edge gateway as a simple protocol bridge: collect data from…

iotarchitecturedistributedsystemsdevops
Dev.to Oct 6, 2026, 12:30 UTC
EN

The outbox pattern without a relay

Work on a distributed system long enough and you'll know the particular cold sweat of the dual write. You insert an order into the database and the…

postgresoutboxdistributedsystemsmessaging
Dev.to Oct 6, 2026, 07:19 UTC
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Trace log #3: Tracing one alert through Alert manager

The signal problem I was trying to understand how mature systems separate signal from noise when many alerts arrive at once. I had been working thro…

opensourceinfrastructuredistributedsystemsarchitecture
Dev.to Oct 5, 2026, 21:17 UTC
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Building an Agent Trust Fabric: Proof Protocol V3, Ephemeral Keys, and Cryptographic Isolation

Most AI agent frameworks focus on orchestration, prompts, and tool calling. But as autonomous agents gain authority to act in the real world (trigge…

aiarchitecturesecuritydistributedsystems
Dev.to Oct 2, 2026, 09:20 UTC
EN

Why you should get the new edition of Designing Data-Intensive Application for Distributed System

A few days ago, I picked up the new edition of Designing Data-Intensive Applications by Martin Kleppmann . I'm still in Chapter 1. The book has been…

aiwebdevdistributedsystems
Dev.to Oct 1, 2026, 08:22 UTC
EN

Split-Brain Needs a Cluster. Mine Happened on One Server.

Today I want to talk about split-brain. The name sounds dramatic, and the problem is dramatic too. One system splits into two halves, and each half…

distributedsystemssystemdesignpostgresinterview
Dev.to Sep 30, 2026, 12:30 UTC
EN

Every line of my recovery code was correct. It failed every single time."

I run an automated trading system on a paper account. Two pipelines, a handful of small single-purpose agents, no human in the loop once it starts.…

aidebuggingarchitecturedistributedsystems
Dev.to Sep 28, 2026, 01:06 UTC
EN

Moving Carefully and Proving It: The Reality of Scaling Fintech Infrastructure

Building backend systems for fintech is fundamentally different from almost any other domain. The stakes are absolute, the edge cases are catastroph…

fintechpaymentssystemdesigndistributedsystems
Dev.to Sep 27, 2026, 01:39 UTC
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How to Come Up With the Raft Consensus Algorithm Yourself

If someone asks you to explain Raft, you might hear a list of terms like: Leader election Terms RequestVote AppendEntries Log replication Commit ind…

distributedsystemsalgorithmsprogrammingarchitecture
Dev.to Sep 26, 2026, 14:52 UTC
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Deep Dive: Precision Timing Subsystem Modules & IEEE 1588 ArchitectureIn modern distributed computing

Here is a complete, publication-ready Medium article based on the guide to Precision Timing Subsystem Modules and IEEE 1588 architecture.Deep Dive:…

architecturedistributedsystemshardwarenetworking
Dev.to Sep 25, 2026, 11:18 UTC
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Idempotent APIs: Complete Guide to Building Reliable and Duplicate-Safe Distributed Systems

Author: Gupta Abhishek Premkumar Published: September 2026 Reading Time: 18 Minutes Tags: API, Distributed Systems, Microservices, Spring Boot, REST…

aiidempotentapidistributedsystems
Dev.to Sep 24, 2026, 10:24 UTC
EN

Building Distributed Systems in Elixir: Part 9 — Backpressure

In the previous part of this series, we built a Publish / Subscribe Broker from scratch. We saw how a central coordinator could fan out events acros…

elixirdistributedsystems
Dev.to Sep 22, 2026, 10:01 UTC
EN

Your Agent's Retry Logic Is an Event-Driven Systems Problem

Most of the event-driven architecture I've built started the same way: a synchronous call chain that worked fine in a demo and fell over under real…

architecturedistributedsystemssystemdesignai
Dev.to Sep 18, 2026, 09:18 UTC
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Make Sandbox Epoch a Fencing Token Before Free Compute Vanishes Mid-Write

Here is the event order I use as a paper counterexample when someone treats a free sandbox as durable storage. The planner sends apply_patch , the s…

distributedsystemsarchitecturetestingpython
Dev.to Sep 17, 2026, 05:03 UTC
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Transactional Outbox Pattern: Memory Queue for Speed, PostgreSQL for Recovery

In distributed systems, the Transactional Outbox Pattern is a common way to reliably publish events after a database transaction. The idea is simple…

javaspringbootsystemdesigndistributedsystems
Dev.to Sep 16, 2026, 15:09 UTC
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Circuit Breaker Pattern Explained: How to Prevent Cascading Failures in Distributed Systems

Circuit Breaker Pattern What happens when one service fails, but your entire system keeps calling it anyway ? Imagine your payment service is down.…

microservicesdistributedsystemssoftwareengineeringcircuitbreakerpattern
Dev.to Sep 16, 2026, 13:05 UTC
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Why DNS Had to Exist: The Directory Problem Explained From First Principles

The Directory Problem: Why DNS Was Inevitable Software Laws from First Principles — Investigation 009. This picks up directly from Identity ≠ Locati…

distributedsystemsdnsfirstprinciplesnetworking
Dev.to Sep 13, 2026, 18:19 UTC
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Distributed Locks

One-liner: A distributed lock ensures that only one node in a cluster can perform a critical operation at a time — preventing race conditions across…

systemdesigndistributedsystemsbackendsecurity
Dev.to Sep 13, 2026, 04:00 UTC
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Why Timestamps Lie in Distributed Systems (and How Logical Clocks Fix It)

There's a line of code in almost every service that stores replicated data: def resolve ( incoming , stored ): # keep whichever write is "newer" ret…

distributedsystemsbackendsystemdesigndatabase
Dev.to Sep 12, 2026, 16:19 UTC
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Circuit Breaker Pattern

One-liner: A circuit breaker stops calling a failing service to give it time to recover — instead of hammering it with requests that are guaranteed…

securitysystemdesigndistributedsystems
Dev.to Sep 12, 2026, 04:00 UTC
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Building Faultline: A Reusable Chaos-Injection and Linearizability-Checking Harness

Building Faultline: A Reusable Chaos-Injection and Linearizability-Checking Harness Faultline is an open-source Go harness that injects faults into…

godistributedsystemstestingopensource
Dev.to Sep 11, 2026, 22:40 UTC
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The Retry That Restored Access

Retries keep distributed systems moving through timeouts and temporary failures. In an access system, though, an old retry can be more dangerous tha…

securityaiprogrammingdistributedsystems
Dev.to Sep 11, 2026, 04:20 UTC
EN

Metrice: Zero-dependency post-quantum P2P mesh network

Metrice is a decentralized peer-to-peer (P2P) mesh networking protocol engineered with zero external npm dependencies (Zero-Dependency), running nat…

javascriptnodesecuritydistributedsystems
Dev.to Sep 10, 2026, 22:06 UTC
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Hello DEV! SRE here..👋

Hello, DEV 👋 After spending years working in Site Reliability and Platform Engineering , I figured it was finally time to start writing about the th…

welcomesredistributedsystemsarchitecture
Dev.to Sep 9, 2026, 16:20 UTC
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Keeping a Legacy Cache Consistent During an Incremental Migration

During an incremental system migration, I ran into a subtle consistency problem: our new service could successfully update the database while the le…

distributedsystemsbackendarchitecture
Dev.to Sep 8, 2026, 04:17 UTC
EN

Resilient Fintech Microservices: High-Throughput with .NET 10 and Apache Kafka

In the fintech sector, data integrity and system reliability are paramount. When managing sensitive operations such as credit products, loan disburs…

dotnetkafkadistributedsystemsmicroservices
Dev.to Sep 7, 2026, 02:21 UTC

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