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Canonical Article Flow

  1. Opening block – title, single-metric hook, target role(s), reading time, prerequisites, and urgency.
  2. TL;DR – concise, outcome-focused summary with measurable value.
  3. ⚠️ Disclaimer – always include immediately after the TL;DR:

    ⚠️ Disclaimer: All scenarios, accounts, names, and data used in examples are not real. They are realistic scenarios provided only for educational and illustrative purposes.

  4. Problem Definition – audience, stakes, and why current approaches fail.
  5. Solution Implementation – numbered phases with runnable code, infra steps, and diagrams.
  6. Validation & Monitoring – automated tests, metrics, dashboards, fallback plans.
  7. Takeaways + Next Steps – highlight lessons, decision frameworks, and future work.
  8. References – numbered list using the format: 1. Title - [Full Title, Year](URL).

Callout System

Code & Diagram Expectations

SEO & Accessibility

Front Matter & Template References

Output Packaging

Do / Don’t