Ship AI features. No dedicated AI team needed.
The engineer who goes from demo to production.
Most companies don't have an "AI team." They have engineers who need to add LLM capabilities to existing products. RAG for the help center. An agent handling support tickets. Structured extraction from uploads. The engineer who can ship an AI feature end-to-end is the one getting the staff promotion.
Your target skill profile — what to learn and how deep to go.
Elite Prompting
ExpertSystem prompt architecture is day-one work for every AI feature
Harness Design
ExpertThe scaffolding that turns a demo into production code
RAG System Design
ProficientThe most common production pattern — in every enterprise job posting
Structured Output
ProficientTool use, function calling, JSON schema — LLM meets application code
Eval Frameworks
ProficientUnit tests for LLMs — every feature you ship needs an eval suite
Ship an AI-powered feature to production with an eval suite that runs in CI.
Senior / Staff AI Engineer
$160–420K
"Engineers who can ship AI features end-to-end without a dedicated AI team get the staff promotion."
Free. 3 questions. Personalized skill sequence in 3 minutes.