Latest AI engineering guides
New and updated guides on LLM systems, AI interviews and AI engineering careers.
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· 7 min read
AIE Interview Alternative to FAANG: Targeting Mid-Tier LLM Companies Like Cohere
Learn how Cohere's product-first interview differs from FAANG, what signals hiring committees value, and how to negotiate compensation.
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· 9 min read
AIE Interview Evaluation Template: LLM Metrics for Production Deployment
Learn which LLM deployment metrics hiring committees prioritize, including latency under load, rollback time, and documented failure analysis.
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· 10 min read
AIE Interview Multi-Agent System Template: Using CrewAI and LangChain
A CrewAI and LangChain template for AIE interviews, covering multi-agent architecture, scale design, and code patterns that signal seniority.