Articles

AI engineering notes from real workflow work

Practical writing on agentic systems, orchestration, automation design, and the operating patterns behind reliable AI delivery.

DE
DevOps • Mar 17, 2026

Tooling Map: GitOps deployments

A map of useful tools, libraries, and platform decisions. how declarative deployments reduce drift and improve reviewability

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DE
DevOps • Mar 15, 2026

Team Workflow: GitOps deployments

How engineering, product, and operations teams should collaborate. how declarative deployments reduce drift and improve reviewability

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DE
DevOps • Mar 13, 2026

Deployment Playbook: GitOps deployments

How to prepare the workflow for CI/CD and production operations. how declarative deployments reduce drift and improve reviewability

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DE
DevOps • Mar 12, 2026

Security Review: GitOps deployments

The security and permission concerns that should be reviewed. how declarative deployments reduce drift and improve reviewability

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DE
DevOps • Mar 10, 2026

Evaluation Strategy: GitOps deployments

How to measure quality, reliability, and operational readiness. how declarative deployments reduce drift and improve reviewability

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DE
DevOps • Mar 09, 2026

Common Failure Modes: GitOps deployments

The mistakes teams should identify before launch. how declarative deployments reduce drift and improve reviewability

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DE
DevOps • Mar 07, 2026

Implementation Checklist: GitOps deployments

A practical checklist for building and reviewing the workflow. how declarative deployments reduce drift and improve reviewability

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DevOps • Mar 06, 2026

Architecture Guide: GitOps deployments

A system-design view for planning production implementation. how declarative deployments reduce drift and improve reviewability

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