tool

EvalAI: Evaluating state of the art in AI

Open-source platform for hosting and participating in AI challenges, enabling standardized benchmarking and evaluation of models.

repo

OpenAI Evals

Open-source evaluation framework and tools developed by OpenAI.

podcast

Why AI evals are the hottest new skill for product builders | Hamel Husain & Shreya Shankar (creators of the #1 eval course) - Lenny's Podcast: Product | Career | Growth | Podcast on Spotify

Podcast interview with Hamel Husain and Shreya Shankar on why building AI evaluation skills is essential for creating reliable AI products.

article

Context Engineering for Agents

An article outlining practical patterns for managing and structuring context passed to LLM agents to improve reliability.

article

I took my RAG pipelines to 98% accuracy only once I understood these techniques.

A practical guide detailing specific techniques the author used to boost RAG pipeline accuracy from 60% to 98%.

course

AI Workflows for Design - Maven Course

Maven course teaching AI workflow integration techniques for design professionals.

article

Introducing Opal: describe, create, and share your AI mini-apps- Google Developers Blog

Google's blog post introducing Opal, an experimental tool that lets users build AI-powered mini-apps from natural language prompts.

tool

Tokens Studio

Design tool for managing and syncing design tokens across projects.

repo

Awesome Nano Banana Images

GitHub repository collection of NanoBanana AI-generated images.

podcast

#113 Sarah Tavel: The Value of Intellectual Rigor - The Knowledge Project | Podcast on Spotify

Podcast episode featuring VC Sarah Tavel discussing how rigorous thinking sharpens investment decisions and judgment under uncertainty.

article

8 Tips for Creating A Compelling Product Vision

An article offering eight practical tips for crafting a product vision that motivates teams and guides decision-making.

article

A Surprisingly Simple Technique for a Rockstar Product Vision

Medium article presenting the 'Ladder of Needs' technique for creating product vision.

tool

Enterpret

Enterpret is a platform for analyzing and managing customer feedback and insights.

article

Exploit the Product Life Cycle - HBR

1965 Harvard Business Review article on managing products through their lifecycle stages.

article

Geoffrey Moore's positioning framework (for products)

A concise template based on Geoffrey Moore's positioning statement structure, used to clarify a product's target market and competitive value.

article

How AI Companies Will Build Real Defensibility

NFX article analyzing how AI startups can build lasting competitive moats beyond model performance, covering data, workflow, and network effects.

article

How To Know If You're Supply or Demand Constrained 🤹‍♂️ - Phase 2 of Kickstarting and Scaling a Marketplace Business

Explains how to diagnose whether a marketplace is supply- or demand-constrained, using examples from Airbnb, Uber, Etsy, and DoorDash.

article

Impact, agency, and taste

An essay outlining habits of highly effective people, like working backward from root goals and cultivating independent judgment to maximize impact.

tool

Linear – The system for product development

Linear is a project management and issue-tracking tool designed for software teams to plan, build, and ship products efficiently.

article

No Rules Rules - Book Summary — Matt Swain

A summary of Reed Hastings' book on Netflix's culture, distilling key takeaways on freedom, responsibility, and talent density.

article

Product Vision FAQ | Silicon Valley Product Group

SVPG article answering common questions about product vision, covering its purpose, creation, and role in guiding product strategy.

video

The FDE Playbook for AI Startups with Bob McGrew

A video interview with former Palantir/OpenAI exec Bob McGrew on using forward-deployed engineers (FDEs) as a go-to-market strategy for AI startups.

tool

Things - To-Do List App for Mac & iOS

A personal task manager for Mac and iOS that organizes to-dos, projects, and goals to help users plan and track daily progress.

article

What Is Conversion Rate Optimization? How To Calculate CRO

Moz guide explaining conversion rate optimization, how to calculate it, and tactics for reducing barriers that stop website visitors from converting.

article

Where Great Product Roadmap Ideas Come From

Lenny's Newsletter piece on identifying and sourcing strong product roadmap ideas.

article

Working Backwards Press Release Template and Example

A LinkedIn article by an ex-Amazon employee sharing a template and example of the internal press release used in Amazon's Working Backwards product development process.

video

Architecting LARGE software projects.

A video walkthrough of an approach to architecting large software projects by breaking them into manageable, buildable modules.

article

The Ultimate Guide to AI Observability and Evaluation Platforms

Comparative guide to AI observability and evaluation tools like LangSmith, Langfuse, and Arize, with practical examples for monitoring LLM apps.