Drawer 12 · 724 notes · 95 people · 2005–2026

Execution, roadmaps & process

Roadmaps, prioritization, planning, shipping, and working with engineering

Q:
Answers from Execution, roadmaps & process notes, cited
SVPG · Marty CaganAug 23, 2009

The Two-Week Rule

Aug 23, 2009

Marty Cagan argues that many product teams delay validating their ideas with real customers until it is too late, and that this delay is a common cause of disastrous product results. He notes that people often agree in…

Lenny’s Newsletter♥ 578

How to build AI product sense

Feb 3, 2026 · 34 min
Subscriber post — summary only

Tal and Aman argue that the fastest way to build intuition for AI products is to use coding agents like Cursor for non-technical product work rather than consumer chat tools. The post walks readers through setup, model…

Product Talk · Teresa TorresOct 22, 2025

AI Changes Everything (And Nothing At All)

Oct 22, 2025 · 12 min

Teresa Torres argues that generative AI changes many product-management practices (prompt engineering, context engineering, orchestration, and evals) but that core fundamentals still determine whether a product…

Lenny’s Podcast93 min

Lessons from scaling Ramp

Sri Batchu · Jun 25, 2023
Key learnings
  • Sequence B2B growth roughly as founder-led sales, first salespeople, low-cost targeted marketing like content and community, then…
  • Use early investor and founder relationships as a growth channel: getting influential operators onto the cap table can drive word…
  • Make every growth channel driven by technology and data, such as dedicated growth engineers automating sales workflows and…
Product Talk · Teresa TorresMar 23, 2016

An Introduction to Product Discovery

Mar 23, 2016 · 3 min

Teresa Torres argues that many product managers remain unaware of a fundamental shift toward modern product discovery, despite the Lean Startup and design thinking having been around for years. She observes that many…

Product Talk · Teresa TorresFeb 24, 2014

Why Testing Everything Doesn't Work

Feb 24, 2014 · 6 min

Torres argues that teams should stop testing ideas at random and instead be strategic about what they experiment on. Rather than prioritizing a list of ideas by gut feel, teams should estimate expected outcomes…

SVPG · Marty CaganMay 1, 2011

Flying Blind

May 1, 2011 · 3 min

Marty Cagan argues that many product teams still fly blind because they do not instrument their products to collect usage analytics, or collect so little that they cannot see how customers actually use features. He…

SVPG · Marty CaganSep 8, 2009

Product Discovery vs. Product Optimization

Sep 8, 2009 · 4 min

Cagan argues that product teams need two distinct disciplines: Product Discovery, which uses prototyping and user testing to find new valuable, usable, feasible solutions, and Product Optimization, which improves an…

SVPG · Marty CaganDec 20, 2021

Product Ops Overview

Dec 20, 2021 · 17 min

Marty Cagan argues that 'Product Ops' has become a vague label, with at least six distinct meanings in companies today, making a claim that a company 'has Product Ops' nearly meaningless. He reviews five models he finds…

SVPG · Marty CaganApr 30, 2006

Growing Pains

Apr 30, 2006 · 3 min

Marty Cagan argues that a company growing rapidly from startup to large organization faces stress, and that practices and people who drove early success can later hold it back. He suggests leaders who excel at startups…

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…
SVPG · Marty CaganSep 28, 2018

Product Discovery at Apple

Sep 28, 2018 · 4 min

Marty Cagan reviews Ken Kocienda's memoir Creative Selection, told from the perspective of an engineer who spent about 15 years at Apple and served as tech lead for key efforts, most notably the original iPhone…

Lenny’s Newsletter♥ 22

Saying no

Sep 28, 2021 · 13 min
Subscriber post — summary only

Lenny Rachitsky offers a three-step process for a product person to say no to a manager while keeping their trust: listen and ask questions, form an independent point of view, then respond constructively using one of…

SVPG · Marty CaganSep 11, 2025

The Purpose of Prototypes

Sep 11, 2025 · 6 min

Cagan argues that the main purpose of prototyping is to discover a successful solution, not to ship a product. Recent gen-AI prototyping tools have sharply cut the cost of live-data prototypes, changing the economics…

Lenny’s Podcast94 min

LinkedIn’s product evolution and the art of building complex systems

Hari Srinivasan · Jul 16, 2023
Key learnings
  • Anchor decisions in a single clear North Star, such as connecting people to economic opportunity, so cross-marketplace tradeoffs…
  • In complex ecosystems, map second- and third-order effects of every change, since a feature can shift how members perceive and…
  • Name one decision-maker per decision (RAPID-style recommender, agreer, decider, input roles) and move to a call after a few email…