PODCAST · Lenny's Podcast

2023 年 7 月节目

7 期 · 7 期带分节

  • 07-30How to measure and improve developer productivity | Nicole Forsgren (Microsoft Research, GitHub, Google)
    1. 00:00Nicole’s background
    2. 07:55Unpacking the terms “developer productivity,” “developer experience,” and “DevOp
    3. 10:06How to move faster and improve practices across the board
    4. 13:43The DORA framework
    5. 18:54Benchmarks for success
    6. 22:33Why company size doesn’t matter
    7. 24:54How to improve DevOps capabilities by working backward
    8. 29:23The SPACE framework and choosing metrics
    9. 32:51How SPACE and DORA work together
    10. 35:39Measuring satisfaction
    11. 37:52Resources and tools for optimizing metrics
    12. 41:29Nicole’s current book project
    13. 45:43Common pitfalls companies run into when rolling out developer productivity/optim
    14. 47:42How the DevOps space has progressed
    15. 50:07The impact of AI on the developer experience and productivity
    16. 54:04First steps to take if you’re trying to improve the developer experience
    17. 55:15Why Google is an example of a company implementing DevOps solutions well
    18. 56:11The importance of clear communication
    19. 57:32Nicole’s Four-Box framework
    20. 1:05:15Advice on making decisions
    21. 1:08:56Lightning round
  • 07-27The ultimate guide to A/B testing | Ronny Kohavi (Airbnb, Microsoft, Amazon)
    1. 00:00Ronny’s background
    2. 04:29How one A/B test helped Bing increase revenue by 12%
    3. 09:00What data says about opening new tabs
    4. 10:34Small effort, huge gains vs. incremental improvements
    5. 13:16Typical fail rates
    6. 15:28UI resources
    7. 16:53Institutional learning and the importance of documentation and sharing results
    8. 20:44Testing incrementally and acting on high-risk, high-reward ideas
    9. 22:38A failed experiment at Bing on integration with social apps
    10. 24:47When not to A/B test something
    11. 27:59Overall evaluation criterion (OEC)
    12. 32:41Long-term experimentation vs. models
    13. 36:29The problem with redesigns
    14. 39:31How Ronny implemented testing at Microsoft
    15. 42:54The stats on redesigns
    16. 45:38Testing at Airbnb
    17. 48:06Covid’s impact and why testing is more important during times of upheaval
    18. 50:06Ronny’s book, Trustworthy Online Controlled Experiments: A Practical Guide to A/
    19. 51:45The importance of trust
    20. 55:25Sample ratio mismatch and other signs your experiment is flawed
    21. 1:00:44Twyman’s law
    22. 1:02:14P-value
    23. 1:06:27Getting started running experiments
    24. 1:07:43How to shift the culture in an org to push for more testing
    25. 1:10:18Building platforms
    26. 1:12:25How to improve speed when running experiments
    27. 1:14:09Lightning round
  • 07-23The 10 traits of great PMs, how AI will impact your product, and Slack’s product development process | Noah Weiss (Slack, Foursquare, Google)
    1. 00:00Noah’s background
    2. 04:22Noah’s advice on new parenthood
    3. 07:23Lessons learned from leading product at Foursquare
    4. 11:33Advice for working with strongly opinionated founders
    5. 14:14Thinking of involvement on a U-shaped curve
    6. 16:53Principles at Slack
    7. 19:32Implementing ML, AI, and LLMs in meaningful ways
    8. 25:11How Slack structures AI teams
    9. 26:59Complaint storms and how they help foster empathy
    10. 30:01Slack’s approach to prioritization
    11. 32:26How delight is baked into the DNA of Slack
    12. 34:41How Slack thinks about competition
    13. 38:04Building a culture that takes big bets
    14. 41:40Rituals at Slack
    15. 44:51How Slack unlocked new levers of growth and revived their self-serve business
    16. 52:01Slack’s early success and the factors that made them successful
    17. 58:08Slack’s pilot programs for testing new features
    18. 1:02:03Noah’s famous blog post: “The 10 Traits of Great Product Managers”
    19. 1:10:15Book recommendations to improve your writing
    20. 1:12:30Managing up and the importance of data fluency
    21. 1:14:54The most important skills to improve as an early-career PM and as a senior PM
    22. 1:17:16Lightning round
  • 07-16LinkedIn’s product evolution and the art of building complex systems | Hari Srinivasan (LinkedIn)
    1. 00:00Hari’s background
    2. 05:04How Twitter brought Lenny and Hari together
    3. 06:32LinkedIn’s positive evolution, and what they did right
    4. 10:14Specific changes that made LinkedIn’s feed more interesting
    5. 11:12Understanding the algorithm and what kinds of content perform best
    6. 12:21The talent solution product
    7. 15:46The shift to skills-first hiring, and how LinkedIn changed their approach
    8. 20:24The open-to-work signal, and the newly released open-to-internal-work signal
    9. 22:13The PM talent landscape, and tips for landing a PM role
    10. 24:55How to optimize your LinkedIn profile to get noticed by recruiters
    11. 28:38Hari’s first product review at LinkedIn
    12. 30:38LinkedIn’s North Star, and how to operationalize the North Star at any company
    13. 33:24LinkedIn’s members-first value
    14. 35:32Building and maintaining complex systems
    15. 38:09The RAPID framework and the Five-Day Alignment framework
    16. 39:51What LinkedIn looks for in new hires
    17. 40:51The latest innovations at LinkedIn
    18. 43:16LinkedIn Learning
    19. 45:00Hari’s product management course
    20. 48:19Advice for people hoping to get into product management
    21. 50:40How to level up your PM skills
    22. 51:57Hari’s creative side projects
    23. 55:02Lightning round
  • 07-13M&A, competition, pricing, and investing | Julia Schottenstein (dbt Labs)
    1. 00:00Julia’s background
    2. 04:15How Julia went from VC to working in product at dbt Labs
    3. 08:24Four things Julia uses to evaluate a company’s potential
    4. 11:10How to identify whether or not you have product-market fit
    5. 12:05Distribution strategies
    6. 13:11M&A strategies
    7. 15:54Lessons from the Transform acquisition
    8. 18:01Competitive values at dbt
    9. 20:25Keys to dbt’s success
    10. 26:35An offsite exercise Julia used to help her team internalize upcoming changes
    11. 29:32Determining what features are included in open source
    12. 31:56Pricing and willingness to pay
    13. 33:34Lessons from dbt Labs’s first pricing change
    14. 36:33Whether or not to be public about selling your startup
    15. 40:08How to utilize connections during acquisitions
    16. 44:57How to communicate selling your company
    17. 46:33M&A market forecast
    18. 47:28Values at dbt Labs
    19. 50:14Lessons from working with strongly opinionated users
    20. 52:02The importance of shipping, learning, and iterating
    21. 54:08How VC skills translate into product
    22. 57:03Lightning round
  • 07-09How to ask the right questions, project confidence, and win over skeptics | Paige Costello (Asana, Intercom, Intuit)
    1. 00:00Paige’s background
    2. 04:38What Paige is responsible for at Asana
    3. 06:04The evolution of Asana’s product development process
    4. 09:10Planning frequency
    5. 11:26Examples of areas and metric tracking at Asana
    6. 12:46The double-diamond process and how it’s applied at Asana
    7. 16:53Asana’s office-centric hybrid work culture and the future of WFH
    8. 21:45How to garner trust and win over skeptics
    9. 24:45Why you should befriend researchers
    10. 26:17How to exude confidence
    11. 29:03The 3Es framework
    12. 33:43Advice for early-career PMs
    13. 38:43Paige’s latest pillars strategy
    14. 40:05AI at Asana
    15. 41:50Lessons from Paige’s time at Intuit
    16. 45:53Challenges new PMs face
    17. 48:55Challenges Paige has faced in her career
    18. 52:39Paige’s skill-focused career philosophy
    19. 55:43Lightning round
  • 07-02Building minimum lovable products, stories from WeWork and Airbnb, and thriving as a PM | Jiaona Zhang (Webflow, WeWork, Airbnb, Dropbox)
    1. 00:00JZ’s background
    2. 04:22Common mistakes new PMs make
    3. 06:44Why Airbnb Plus didn’t work out, and takeaways from that experience
    4. 10:51Executing big dreams step-by-step
    5. 13:45The right way to push back against founders
    6. 16:54Minimum lovable product vs. minimum viable product
    7. 20:53What makes a product lovable
    8. 22:20Advice on roadmapping and prioritization
    9. 28:04Tips for new PMs to accelerate their career
    10. 29:16JZ’s top skills and how they have evolved over her career
    11. 31:37Designing crisp OKRs
    12. 36:09Lessons from WeWork
    13. 43:01Winning the first 90 days at a new company
    14. 48:34Why trust is crucial
    15. 51:48High-level lessons from Dropbox, Airbnb, WeWork, and Webflow
    16. 56:38The one piece of advice that transformed JZ’s career
    17. 58:39Lightning round