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Category: Software Engineering

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5 Trending GitHub Repos: Database CI/CD, Structured Shell, and Rust-Powered Linting

Posted on July 26, 2026

Trending repositories on GitHub offer a window into what developers are actually building and adopting — not what vendors are

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Cat Links Software Engineering

Zellij: A Terminal Multiplexer That Actually Gets Out of Your Way

Posted on July 25, 2026

If you’ve ever accidentally closed a terminal tab with a running process, or spent minutes reconstructing a complex kubectl pipeline

Continue readingZellij: A Terminal Multiplexer That Actually Gets Out of Your Way

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Container Image Scanning with Trivy: Catch Vulnerabilities Before They Ship

Posted on July 24, 2026

Container images are your application’s most deployable artifact — and potentially its biggest attack surface. Every base image you inherit,

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Idempotency Keys: Making Your API Safe for Retries

Posted on July 22, 2026July 23, 2026

Every web developer has been there: a user clicks “Submit Payment” and nothing happens. The spinner keeps spinning. They click

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The Strangler Fig Pattern: Incrementally Migrating Legacy Systems Without the Big Rewrite

Posted on July 21, 2026

Every engineering team eventually faces the same daunting question: what do we do with the legacy monolith? The temptation is

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Event Sourcing in Practice: Building a System That Never Forgets

Posted on July 21, 2026

Most systems today use CRUD: read the current state, modify a row, write it back. The database remembers where things

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Faster Docker Builds with BuildKit: Cache Mounts, Remote Caching, and Bake

Posted on July 16, 2026July 17, 2026

Docker image builds are one of those things that quietly accumulate technical debt. You start with a simple Dockerfile, and

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The Saga Pattern: Coordinating Distributed Transactions in Microservices

Posted on July 14, 2026July 15, 2026

Distributed transactions are one of those problems that look simple until you split your monolith into services. In a single

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Test Doubles Demystified: Stubs, Spies, Mocks, and Fakes in Go

Posted on July 13, 2026July 14, 2026

Automated tests that hit real databases, live APIs, and production file systems are slow, flaky, and expensive to maintain. The

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Cat Links Software Engineering

5 Trending GitHub Repos: A 744B Model in Pure C, Postgres in Rust, and Python Compiled to Metal

Posted on July 11, 2026

Every week, the open-source community ships projects that make you stop and think — sometimes because they’re audacious, sometimes because

Continue reading5 Trending GitHub Repos: A 744B Model in Pure C, Postgres in Rust, and Python Compiled to Metal

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