Articles

AI engineering notes from real workflow work

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

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Software Engineering • Mar 09, 2026

Scaling Notes: software architecture reviews

How the workflow changes as traffic, users, or data volume grows. how to evaluate coupling, boundaries, state, and failure modes

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Software Engineering • Mar 08, 2026

Tooling Map: software architecture reviews

A map of useful tools, libraries, and platform decisions. how to evaluate coupling, boundaries, state, and failure modes

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Software Engineering • Mar 06, 2026

Team Workflow: software architecture reviews

How engineering, product, and operations teams should collaborate. how to evaluate coupling, boundaries, state, and failure modes

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Software Engineering • Mar 05, 2026

Deployment Playbook: software architecture reviews

How to prepare the workflow for CI/CD and production operations. how to evaluate coupling, boundaries, state, and failure modes

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Software Engineering • Mar 03, 2026

Security Review: software architecture reviews

The security and permission concerns that should be reviewed. how to evaluate coupling, boundaries, state, and failure modes

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Software Engineering • Mar 02, 2026

Evaluation Strategy: software architecture reviews

How to measure quality, reliability, and operational readiness. how to evaluate coupling, boundaries, state, and failure modes

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