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Insights from the
Engineering Front Line

Practical articles, architecture deep-dives, and opinion pieces from the Evolaxis engineering team โ€” no fluff, just substance.

Cloud Architecture ยท Mar 2026

Why Multi-Cloud Isn't Just a Buzzword in 2026

The case for true multi-cloud architectures has never been stronger. We break down the trade-offs, tooling, and the patterns that actually work in production.

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AI & ML ยท Feb 2026

RAG vs Fine-Tuning: When to Use Each

A practical guide to choosing between retrieval-augmented generation and fine-tuning for enterprise LLM applications โ€” with real-world benchmarks.

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DevOps ยท Jan 2026

Building an Internal Developer Platform with Backstage

A step-by-step walkthrough of how we built a production-ready IDP using Spotify Backstage, reducing onboarding time by 70% for a 200-person engineering org.

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Data Engineering ยท Jan 2026

Apache Iceberg vs Delta Lake: A 2026 Comparison

We put both open table formats through their paces across performance, ecosystem maturity, and operational complexity. Here's what we found.

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IoT & embeded ยท Dec 2025

Zero Trust in Practice: Lessons from 3 Enterprise Rollouts

The gap between zero-trust theory and enterprise reality is wider than most vendors admit. Here are the hard lessons from three large-scale implementations.

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System Integration ยท Dec 2025

Event-Driven Architecture at Scale: Kafka Patterns That Work

From topic design to consumer group strategies โ€” the Kafka patterns we've hardened over dozens of high-throughput production deployments.

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