Plan discovery and adoption strategy

Q: Plan discovery and adoption strategy

This question evaluates a candidate's skills in product discovery, stakeholder alignment, technical communication, and developer adoption strategy for integrating a new ML technique, including defining use cases, constraints, baselines, and success criteria.

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Question

New ML Technique: Discovery Questions and Developer Adoption Plan

Context: You are a software engineer preparing to introduce a new ML technique to developers via a technical blog and supporting assets.

Tasks:

Before drafting the blog post, list the initial discovery questions you would ask the product and engineering teams to clarify use cases, constraints, baselines, and success criteria.
Explain how you would convince developers to adopt the technique, addressing:
- Benchmarks (latency, accuracy, throughput, memory, cost)
- Demos and developer experience (DX)
- Migration path and risk mitigation
- ROI and business impact

Plan discovery and adoption strategy

New ML Technique: Discovery Questions and Developer Adoption Plan

Solution

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Plan discovery and adoption strategy

Overview

New ML Technique: Discovery Questions and Developer Adoption Plan

Solution

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