Based on Lenny's Podcast data
Shipping
Timelines Have
Collapsed
Feature Timeline: Before → Now
"We want every person on the team to feel empowered to take their idea from just an idea to out in the world in less than a week."
- Ship in research preview — reduces commitment
- Evergreen launch room: eng posts → marketing turns around next day
- Low process = less friction to ship
PM Role
What Great PMs
Actually Do Now
Less of this
Multi-quarter roadmap alignment
Coordinating partner teams
Writing long PRDs
Waiting for dependencies
More of this
Clear goals + user definition
Concept corner: ship in a week
Cross-functional framework
Building evals
"As code becomes much cheaper to write, the thing that becomes more valuable is deciding what to write."
Skill
Product Taste
is the
Rare Thing
"It is very hard to be the right amount of AGI-pilled."
- Build for the current model, not the AGI one
- Elicit max capability from what exists today
- Guide users to the model's strengths
- Patch its weaknesses in the harness
The Eval Habit
10 great evals > 0 evals
Quantify the goal. Track progress. Find the gap.
Model × Product
New Model = Remove Features,
Unlock New Ones
What gets removed
- →Prompting interventions the model no longer needs
- →To-do list forcing (Opus 4+ does it naturally)
- →System prompt sections that are now obvious
"The model will eat your harness for breakfast."
What gets unlocked
- →Features built for a future model finally work
- →Code review (reliable only from Opus 4.5/4.6)
- →Multi-agent parallelism at real scale
Build prototypes slightly ahead of what works — swap in the new model to close the gap.
Vision
1 task
works reliably
Next
50–100
remote Claudes
Advice
How to Actually Thrive in
the AI-Driven World
01
Automate the tedious
Every repeated manual task is a candidate. Pass it to Claude. Keep the creative parts for yourself.
02
Get to 100%, not 95%
A 95% automation is not an automation. Put in the elbow grease. Teach it your preferences. Get it reliable.
03
Build apps you use daily
Prototypes that sit unused give you nothing. Real leverage comes from real daily use — iterate until it earns a place in your workflow.
04
Just do things
"Jobs are fake." If you understand the constraints, figure out what you can do and do it quickly. Apologize if wrong. Learn. Move.
"It comes back to product taste. As code becomes much cheaper to write, the thing that becomes more valuable is deciding what to write."