Insights

Insights

Technical insights & deep-dives

Architecture analysis, practical guidance, and lessons from enterprise IT practice. Topics span Cloud, Kubernetes, Observability, GitOps, and AI Integration.

All articles

GitOps & CI/CD

ArgoCD in Production: Lessons from Enterprise GitOps

April 13, 2026  ·  Dalibor Labudovic  ·  3 min read

ArgoCD is easy to install and hard to run well in production. Here are the architectural decisions, operational patterns, and lessons from enterprise GitOps deployments that make the difference between a reliable platform and a deployment liability.

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Observability & SRE

Incident Response at Scale: Building a Mature SRE Practice

April 8, 2026  ·  Dalibor Labudovic  ·  3 min read

Incident response at scale requires more than runbooks and alerting. Here is the organisational structure, severity framework, and post-mortem culture that separates teams that learn from incidents from teams that repeat them.

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AI & MLOps

The Modern Engineering Leader’s Tech Stack in 2026

April 8, 2026  ·  Dalibor Labudovic  ·  8 min read

The technology stack of an effective engineering leader in 2026 spans AI tools, cloud-native platforms, delivery automation, and data intelligence. Here is what each layer demands and what leaders need to understand to lead it effectively.

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Cloud Architecture

Multi-AZ Architecture: When It’s Worth It and When It’s Not

April 8, 2026  ·  Dalibor Labudovic  ·  7 min read

Multi-AZ is the right default for many workloads — but applying it indiscriminately adds significant cost for availability guarantees many workloads do not need. Here is the decision framework for making the call correctly.

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AI & MLOps

MLOps and Scalable Infrastructure: The Importance of Just-in-Time Compute for Your Business

April 7, 2026  ·  Dalibor Labudovic  ·  8 min read

Most enterprises are either over-provisioning compute and burning budget, or under-provisioning and stalling model delivery. Just-in-time compute is the architectural pattern that resolves both.

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