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