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PM Atlas 1,782 notes · updated Oct 8Search

Framework · 3 notes · discussed by Boris Cherny, Fiona Fung, Nikita Bier

Latent Demand

Every note in the archive that names Latent Demand: summaries, key takeaways and links to the original essays, episodes and posts. Ask a question below to get a cited answer from just these notes’ authors.

Lenny’s Podcast105 min

How to consistently go viral: Nikita Bier’s playbook for winning at consumer apps (co-founder of TBH, Gas, advisor, investor)

Nikita Bier · Aug 25, 2024

Key learnings

Look for latent demand: when users go through a distorted workaround to get a value, that signal can reveal a product idea with…
Target teens for social and communication products, since invitations per user drop roughly 20% per year from age 13 to 18, and…
Build a reproducible testing process: Bier argues that the number of shots at bat and how reliably you test ideas matters more…

Lenny’s Podcast129 min

Building the most AI-pilled engineering team in the world

Fiona Fung · Jun 21, 2026

Key learnings

Manage with AI by running recurring Claude sessions over repos, Slack, and metrics to summarize shipped work and turn it into…
Automate daily leadership rituals such as scanning feedback channels with scheduled routines that surface themes and draft PRs…
Give Claude explicit frameworks such as checked-in specs and skills describing what good looks like, so automated code review can…

Lenny’s Podcast131 min

Boris Cherny

Boris Cherny · Feb 19, 2026

Key learnings

Ship with minimal scaffolding and let the model choose tools and order of operations, rather than boxing it into rigid workflows…
Watch how people hack your product for purposes it wasn't designed for; that latent demand, like data scientists using a terminal…
Bet on the more general model over time instead of fine-tuning or tiny models, since scaffolding gains of 10-20% often vanish…