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Claude/deep research session 011 c uwq ac p ux yt6 zb vg cbm jp#8

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Omarnaeem wants to merge 5 commits intohttps-deeplearning-ai:mainfrom
Omarnaeem:claude/deep-research-session-011CUwqAcPUxYT6ZBVgCbmJP
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Claude/deep research session 011 c uwq ac p ux yt6 zb vg cbm jp#8
Omarnaeem wants to merge 5 commits intohttps-deeplearning-ai:mainfrom
Omarnaeem:claude/deep-research-session-011CUwqAcPUxYT6ZBVgCbmJP

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claude and others added 5 commits November 9, 2025 06:28
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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2 participants