Lenny Technology

Technology & AI skills from Lenny's Podcast - AI strategy, LLMs, platform, tech debt

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Lenny Skills: Technology & AI

6 actionable skills for technology and AI products.

Skills

1. AI Product Strategy

  • Focus on user problems, not AI capabilities
  • Design for AI's strengths and weaknesses
  • Plan for rapid capability changes

2. Building with LLMs

  • Start with prompting before fine-tuning
  • Build evaluation frameworks early
  • Design for graceful degradation

3. Evaluating New Technology

  • Separate hype from reality
  • Run small experiments
  • Consider total cost of adoption

4. Platform Strategy

  • Build for extensibility
  • Create developer ecosystems
  • Balance platform and product

5. Technical Roadmaps

  • Align with product roadmap
  • Balance features and infrastructure
  • Communicate trade-offs clearly

6. Managing Tech Debt

  • Make tech debt visible
  • Allocate time for maintenance
  • Pay down strategically

Source

Lenny's Podcast | refoundai.com/lenny-skills

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