06 / Insights

Field notes for people who run technology.

Practical writing from the engineering side of delivery: migrations, architecture, production operations, AI, resilience and the decisions that become expensive when made too late.

01 · Data & Database

Database Migration Without Drama: Seven Controls That Matter

A practical migration framework covering compatibility, rehearsal, validation, cutover, rollback and post-migration operations.

8 min read

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02 · AI & Automation

From AI Pilot to Production: What Changes After the Demo

Why useful AI systems need workflow design, evaluation, guardrails, observability and ownership—not just a model call.

7 min read

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03 · Technology Strategy

When to Rent Senior Tech Expertise Instead of Hiring It Permanently

A practical framework for deciding when a project needs specialist capability, a permanent hire, or a blended delivery model.

6 min read

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Useful before impressive

Every article should leave a reader with a decision framework, control, checklist or operating principle they can apply.

Production over theory

We write from the point where architecture meets migration windows, failure modes, recovery, security, performance and ownership.

Specific without exposing clients

Examples may be anonymized or sanitized where confidentiality matters, but the engineering lessons remain concrete.

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