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Tag: Distributed Systems

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

Posted on July 21, 2026 teliaz

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

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Cat Links Software Engineering

Event Sourcing in Practice: Building a System That Never Forgets

Posted on July 21, 2026 teliaz

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

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The Saga Pattern: Coordinating Distributed Transactions in Microservices

Posted on July 14, 2026July 15, 2026 teliaz

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

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Zero Trust Microservices: Implementing mTLS in Go

Posted on July 3, 2026 teliaz

Most microservice architectures still rely on an outdated security model: trust everything inside the network, and defend the perimeter. The

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Implementing Idempotency in Go: Keys, Stores, and Patterns for Reliable APIs

Posted on June 30, 2026July 1, 2026 teliaz

Networks are unreliable. Clients retry requests. Messages get delivered twice. In a distributed system, the question isn’t whether a duplicate

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Rate Limiting Strategies for Production APIs: From Token Buckets to Distributed Throttling

Posted on June 2, 2026June 3, 2026 teliaz

Every public API has a ceiling. Whether you’re running a SaaS platform, a microservice cluster, or a simple REST endpoint,

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Cat Links Software Engineering

The Saga Pattern: Distributed Transactions Without the Pain

Posted on May 26, 2026May 27, 2026 teliaz

When a single database holds all your data, transactions are straightforward: begin, commit, rollback. But in a microservices architecture, where

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Hard-Won Engineering Truths: Lessons That Survive Every Tech Cycle

Posted on May 23, 2026May 24, 2026 teliaz

Not “secret knowledge.” More like scars, pattern recognition, and things you only really believe after seeing them fail in production.

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Cat Links Software Engineering

The Outbox Pattern: Solving the Dual-Write Problem in Event-Driven Microservices

Posted on May 5, 2026May 6, 2026 teliaz

Event-driven architecture is the default for most microservices systems today. Services communicate by publishing events to a message broker —

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