Skills and Training

Platform changes only stick when teams have the skills to use and operate them. Training should be tied to real workflows, not generic tool lectures.

Skill areas

Common skill areas include:

• Git, pull requests, and code review.
• CI/CD pipeline use and troubleshooting.
• Infrastructure-as-code workflow.
• Runtime platform basics.
• Observability and incident response.
• Secrets, identity, and access expectations.
• Cost awareness and tagging.
• Security and compliance evidence.

Training formats

Use multiple formats:

• Hands-on workshops.
• Recorded walkthroughs.
• Office hours.
• Pairing on first adoption.
• Self-service labs.
• Troubleshooting guides.
• Migration clinics for affected teams.

Training plan

Adoption evidence

Track whether training worked:

• Reduced support requests.
• Faster service onboarding.
• Fewer repeated mistakes.
• Pipeline and platform adoption.
• Positive developer feedback.
• More teams successfully handling incidents.

Watchouts

• Training without working docs decays immediately.
• One-time workshops do not create mastery.
• Teams need practice on their own systems.
• Expert-only platforms fail when experts are unavailable.