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AI Evals for Engineers & PMs
Hamel Husain and Shreya Shankar · evals, product, llm reliability
AI directory search
Use this when you know the topic you need: Claude Code, MCP, evals, RAG, agents, product, coding, prompting, foundations, or model internals.
9 matches for "shipping"
Watch first when you want a fast feel for the topic before opening courses, docs, or profiles.
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Hamel Husain and Shreya Shankar · evals, product, llm reliability
Hamel's AI evals guides · Intermediate to advanced
Very practical material on evaluating LLM apps before they disappoint users.
Skills
Evals, RAG, LLM product quality
Rajesh P on Maven · Beginner to intermediate
Course for PMs using Claude Code to build prototypes and ship faster, with the product workflow as the center.
Skills
Claude Code, AI prototyping, Product shipping, PM workflows
Full Stack Deep Learning · Intermediate to advanced
Practical coverage of the whole ML product lifecycle.
Topics
MLOps, Deployment, Product ML
Langfuse Docs · Intermediate
Good operational material for tracing, scoring, and improving production LLM apps.
Topics
Observability, Prompt management, Evals, Tracing
Specialization · Duke University · Beginner to intermediate
You want a structured product-management route for scoping, evaluating, and shipping AI products.
ai product, product management, ai strategy, product quality
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Cohort course · Hamel Husain and Shreya Shankar · Intermediate
You are shipping AI features and need a serious evaluation workflow.
evals, product, llm reliability
Playbook · Matthew Berman · Beginner to intermediate
Use this when you want Matthew's workflow framing for shipping with AI tools rather than a generic coding-agent overview.
vibe coding, builder workflows, ai coding, creator education
Maven cohort course · AI Coding for Product Managers · Beginner to intermediate
Use this when you want AI Coding for Product Managers's material for claude code and related AI skills.
Claude Code, AI prototyping, Product shipping, PM workflows