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Cloud Cost Ops for Product Teams

Connect usage signals to engineering decisions without turning finance vocabulary into confusion.

Beginner 3 weeks Hybrid Fri evening + async exercises

11,800 THB · informational only

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Why this track exists

Uses allocation tags, anomaly drills, and cross-team rituals that respect procurement realities while staying engineer-led.

Inside the studio kit

  • Allocation tag lab
  • Anomaly triage simulation
  • Dashboards for engineers
  • Savings note template
  • Cross-team ritual design
  • Mentor review of spend narratives

Outcomes you can show

  1. Ship a savings note with evidence links
  2. Run anomaly triage tabletop
  3. Publish allocation tag proposal
Avatar for Ekkarat Lim

Ekkarat Lim

Technical mentor for cloud cost ops storytelling.

Cohort murmurs

“Savings note template became our monthly engineering digest attachment.”

Tai · Google

Straight answers

Access to billing APIs?

We use synthetic datasets; you may optionally plug sanitized exports with mentor guidance.

Procurement advice?

High-level only—no procurement-ready contract templates.

Limitation?

Does not cover on-prem capital expense accounting.