Product managers who drive strategy, development, and launch of products.

Applying AI tools and techniques to professional workflows — assign alongside more specific AI topics.

Building autonomous AI agent systems that take actions, use tools, and orchestrate multi-step workflows.

Building prototypes and MVPs to test ideas quickly before committing to full development.

Identifying opportunities and validating what to build through customer research, experimentation, and prioritization.

Automating professional workflows with AI tools — productivity, operations, and task automation.

Using Claude Code to build and ship software through an AI-powered command-line coding workflow.

Designing and optimizing the context window for LLM applications — prompt structure, memory, and information retrieval.

Model Context Protocol — building tool integrations and server connections for AI agents.

Building retrieval-augmented generation and search systems — vector databases, embeddings, ranking, and retrieval pipelines.

Using AI tools like Cursor, Replit, and Lovable to build and ship functional software without a traditional engineering background.

By the end, you'll run your PM work in Claude Code: PRDs, prototypes, MCP, skills, and agents that automate tasks like competitive watch.

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