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Serverless & Microservices
Functions, event buses, and resilient service meshes at scale.
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Build a DynamoDB Outbox and an Idempotent SQS Consumer in the Console
1+ hour, 2+ min ago (1251+ words) Introduction Hi, I'm miruky. A database commit can succeed while the caller believes... Tagged with aws, serverless, dynamodb, tutorial....
Java 25 Compact Source Files: Simplifying Micronaut Application Startup
3+ hour, 14+ min ago (188+ words) In Java, a compact source file is a feature finalized in Java 25 (via JEP 512) that allows you to write a launchable Java program without explicitly declaring a class or a public static void main method. It is designed to minimize…...
Designing offline-first when there's no server
3+ hour, 41+ min ago (560+ words) I'm building an app with no backend. No accounts, no sync, no API. The database is a SQLite file on the phone, and that's the whole system. That sounds simpler than a client/server app. In some ways it is....
When the Same Reference Data Lives in Three Services: Why We Moved It into a Dedicated Service
6+ hour, 3+ min ago (1511+ words) How to reduce data collisions when three services use different databases but rely on the same business semantics. In distributed systems, problems rarely begin with something dramatic. On paper, everything usually looks rational: separate services, separate databases, clear responsibility boundaries....
DockFlare: Docker labels, Cloudflare Tunnels, and a little less dashboard clicking
9+ hour, 25+ min ago (792+ words) I wanted to share a project I started in 2025 to solve something that kept getting on my nerves in my own homelab. Every time I deployed another container, I found myself back in the Cloudflare dashboard. Add a hostname, point…...
Micro-SaaS Ideas: Check Data Access Before You Build
5+ hour, 40+ min ago (23+ words) Test a micro-SaaS idea by checking its required data, permissions, and approval process. Find integration limits before you commit to building the product....
Serverless Execution Architecture: How Platforms Start Functions Without Persistent Processes
13+ hour, 9+ min ago (142+ words) When designing distributed systems, engineers must weigh the operational overhead of persistent infrastructure against the runtime unpredictability of serverless execution. FaaS platforms eliminate idle capacity costs by scaling down to zero, but they trade away deterministic latency profiles and continuous…...
AWS Step Functions vs Camunda for Sagas: Two Orchestrators, Different Blast Radii
14+ hour, 24+ min ago (39+ words) Here's a trap I've watched smart teams walk into. They pick a saga orchestrator by comparing the two... Tagged with aws, architecture, microservices, saga....
Turn a Spring Boot app into a distributed cron cluster
14+ hour, 24+ min ago (343+ words) @Scheduled is fine until it isn't.... Tagged with architecture, java, opensource, springboot....
AWS Lambda Pushes Serverless Toward Long-Running Workloads
1+ day, 22+ hour ago (656+ words) Lily Mara explains how to avoid high-risk software rewrites through incremental FFI refactoring. She shares how engineering teams can replace Python bottlenecks with Rust via PyO3, demonstrating how to achieve dramatic function-level speedups, seamless integration testing, and meaningful infrastructure cost savings…...