Claude/deep research session 011 c uwq ac p ux yt6 zb vg cbm jp #8
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This roadmap guides product managers with cloud/infrastructure backgrounds through a 12-week journey to ship AI features at top-tier companies. Key features: - Week-by-week breakdown with specific time allocations (10-15hrs/week) - Three hands-on milestone projects (Weeks 4, 8, 12) - Modern 2025 tooling: Bolt, v0, PromptLayer, Langfuse, MCP, LangChain - Focus on practical PM skills vs academic theory - Covers: LLM fundamentals, no-code prototyping, evaluation frameworks, prompt engineering, ethics, MCP, agentic AI systems - Cloud/data platform knowledge transfer points highlighted - Real 2024-2025 case studies (ChatGPT, Claude Code, GitHub Copilot) - Common traps to avoid based on coaching experience - PM vs ML engineer boundaries clearly defined Includes companion quick reference guide with: - Tech stack overview by category - Metrics framework for AI features - Prompt engineering cheat sheet - Agent architecture patterns - Cost optimization playbook - FAQ for common questions
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