Description:
Interactive living documentation and checklists, paired live shadowing/mentorship, or cohort-based instructor-led courses with hands-on projects? Consider trade-offs such as speed to proficiency, long-term retention, ability to assess competency, maintenance overhead, and suitability for multiple time zones and learning styles.
3 Answers
Interactive docs plus cohort projects scale best for proficiency and assessment. keep live shadowing for critical cases, though it raises maintenance and scheduling pain
Saying "best" is imprecise because the optimal choice depends on which trade-off you prioritize. Use interactive living documentation with checklists as the scalable baseline, they maximize speed to proficiency, low maintenance and async suitability. Live paired shadowing gives the strongest assessment and tacit-skill retention but is costly and timezone-sensitive. Cohort-based courses aid deep, project-based learning and community. Practical: baseline docs plus targeted mentorship and periodic cohorts.
Cohort-based courses often struggle with scalability and timezone issues but excel at building soft skills and peer learning, which docs or shadowing canβt replicate well for complex processes.
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