Ops Playbook for Model Releases cover — Translate ML releases into checklists ops teams can run without babysitting data scientists.

career portfolio · Cohort

Ops Playbook for Model Releases

Kanban-ready playbooks covering staging, shadow traffic, and bilingual incident comms for regional hubs.

4 weeks Advanced Afternoons ICT

13,200 THB

Informational pricing—see Returns & Refunds for eligibility.

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Inside the syllabus

  • Shadow traffic simulation
  • Rollback checklist
  • Incident comms templates (TH/EN)
  • Runbook peer edits
  • Vendor handoff table
  • Postmortem structure
  • Executive summary drill

Outcomes you can show

  1. Publish a release checklist with owners named
  2. Run a tabletop incident with documented actions
  3. Ship a bilingual incident comms draft
Portrait placeholder for Haruto Taneda

Haruto Taneda

SRE lead turned curriculum designer for regulated rollouts.

Straight FAQ

Hands-on infra?

Conceptual labs; you mirror in your own stack after class.

Certs?

Certificate of completion only—not a vendor cert.

Limitations

No Kubernetes deep dive—stays at playbook altitude.

Recent notes

Incident comms templates saved our bilingual bridge call during a shadow traffic hiccup.

Sarin · SRE · internal feedback

Postmortem structure is tighter than our Notion defaults.

Elena · Regional SaaS · 4/5