article
Your AI Product Needs Evals
A practical guide to building domain-specific evaluation systems for LLM applications, covering error analysis and iterative testing.
Evaluation
General
article
A2UI
A2UI is a streaming protocol enabling AI agents to dynamically generate and update user interfaces in real time.
article
Aakash Gupta - Substack Profile
Substack profile page for Aakash Gupta, a writer who publishes articles on the platform.
article
David Beyer (@dbeyer123) on X
A tweet by David Beyer (@dbeyer123) on X, though its specific content couldn't be retrieved from the page metadata.
article
Nate.Google (@Nate_Google_) on X
A tweet by Nate.Google sharing a claimed method for getting brands to rank quickly in ChatGPT and other LLM responses.
article
Rich Holmes Substack Profile
A Substack profile page for Rich Holmes featuring articles and newsletters published on the Substack platform.
Design & Prototyping
article
🔵 Claude Code to Figma and the new era of Product Taste
Newsletter piece exploring how AI tools like Claude Code and Figma are reshaping product design workflows and the growing importance of product taste.
podcast
How to Design with AI | The Complete Guide for PMs with Xinran Ma
Podcast interview with designer Xinran Ma detailing the workflow PMs can use to go from idea to AI-generated prototype quickly.
Knowledge Base
article
An AI Glossary
Article providing definitions and explanations of AI-related terminology and concepts.
repo
GitHub - sirupsen/napkin-math: Techniques and numbers for estimating system's performance from first-principles
A GitHub repo providing techniques and reference numbers for estimating system performance from first principles.
article
jackdoe
Personal site of jackdoe, a software engineer, featuring technical notes and projects related to search and information retrieval.
video
Paris Conversations. Reflections of an AI Visionary, an AI story with Yann LeCun
Video interview with AI researcher Yann LeCun discussing his perspectives and reflections on artificial intelligence's development and future.
article
The definitive guide to mastering analytical thinking interviews
A step-by-step playbook for tackling analytical thinking questions in product manager interviews, covering frameworks and practice strategies.
Product
podcast
A 4-step framework for building delightful products | Nesrine Changuel (Spotify, Google, Skype)
Podcast interview with Nesrine Changuel (Spotify, Google, Skype) outlining a 4-step framework for building delightful products.
article
Agency
Article exploring the concept of agency and its applications.
article
Build It Yourself: The Complete Guide to AI Prompt Engineering, RAG, and Fine-Tuning
A guide comparing prompt engineering, RAG, and fine-tuning to help product teams choose the right approach for building custom AI features.
article
Claude Code for Product Managers | Free PM Tutorial & Course
A free hands-on tutorial teaching product managers to use Claude Code's AI agents and file operations for PM workflows.
article
Demand driving supply: The little-understood growth loop behind a surprising number of iconic billion-dollar companies
Explains the demand-driving-supply growth loop used by marketplace giants like Uber and Airbnb to bootstrap and scale supply.
article
Essential Reading for Product Builders
Curated article collection of important readings for product managers and builders.
article
Everyone Should Be Using Claude Code
Article recommending Claude Code tool for product managers and developers.
article
First Principles Thinking: Concepts & Examples
LinkedIn article explaining first principles thinking as a problem-solving method, using Elon Musk's innovation approach as an example.
article
If Your Product Is Great It Doesn't Need to Be Good
Blog post by Paul Buchheit on product quality and user experience priorities.
video
Ira Glass on Storytelling 3
Video of Ira Glass discussing the importance of finishing creative work despite early flaws, a key storytelling lesson for product builders.
article
pmarchive - Marc Andreessen Archive
Archive collection of Marc Andreessen's product management essays and insights.
article
Resources - Conscious Leadership Group
An article outlining the Four Pillars of Integrity framework from the Conscious Leadership Group's resource library on personal and professional growth.
article
Silicon Valley Product Group
Website of Silicon Valley Product Group offering product management resources.
article
Strategies for Learning
Article on strategies and approaches for effective learning.
article
The 4 Growth Frameworks You Need to Build a $100M Product | Reforge Blog
A Reforge article outlining four growth frameworks—covering acquisition, engagement, and monetization—used to scale products to $100M in revenue.
article
We Moved Analytics Into an IDE and Haven't Looked Back
Craft article describing how analytics integration into development environments improves workflows.
Prompt Engineering
video
AI prompt engineering in 2025: What works and what doesn’t | Sander Schulhoff
Video interview with prompt engineering researcher Sander Schulhoff on which 2025 prompting techniques actually improve LLM outputs.
podcast
AI prompt engineering in 2025: What works and what doesn’t | Sander Schulhoff (Learn Prompting, HackAPrompt)
Podcast interview with Learn Prompting/HackAPrompt founder Sander Schulhoff on current effective prompt engineering techniques versus common misconceptions.
article
Data-Driven Prototyping and Structured Midjourney Prompts
Article on using data-driven methods and structured prompts for Midjourney image generation.
article
GPT-5 Prompting Guide
OpenAI's official guide for prompting GPT-5 models.
AI Engineering
podcast
About - Latent.Space
AI Engineer newsletter and podcast featuring interviews with leaders like Karpathy and Hotz on building agents, models, and infra.
course
Build Deep Learning Models with PyTorch
Codecademy course teaching deep learning model development using PyTorch.
article
Chunking Strategies to Improve LLM RAG Pipeline Performance | Weaviate
Weaviate blog article explaining chunking strategies for RAG pipelines and their impact on retrieval quality and agent memory performance.
article
Defeating Nondeterminism in LLM Inference
Explains why LLM inference is nondeterministic even at zero temperature and how batching/kernel effects cause this, with fixes for reproducibility.
video
How AI Works
Video explaining fundamental concepts and mechanics of how AI systems work.
article
How to Build a RAG Chatbot
Article with instructions and guidance on building a RAG-based chatbot.
paper
NeurIPS 1990 - Neural Network Paper
1990 NeurIPS academic paper on neural networks and their applications.
article
Real-world engineering challenges: building Cursor
Deep dive with Cursor cofounder Sualeh Asif on scaling infrastructure to 1M+ QPS and billions of daily AI code completions.
video
Showcase
A community video library where users showcase computer vision projects built with LandingLens, offering practical AI engineering examples.
article
Smol Training Playbook
Guide for training small language models efficiently on Hugging Face.
course
Stanford CS336 Language Modeling from Scratch I 2025
Stanford's CS336 lecture series teaching how to build large language models from scratch, covering data, architecture, training, and systems.
repo
System Prompts and Models of AI Tools
GitHub repository collecting system prompts and model information from various AI tools.
video
UFO: A UI-Focused Agent for Windows OS Interaction
Video overview of UFO, a UI-focused AI agent that autonomously controls Windows applications by interpreting screen elements to complete tasks.
article
VisionAgent: An Agentic Approach for Complex Visual Reasoning
Landing AI blog post introducing VisionAgent, an agentic system that chains code generation and tool use to solve complex visual reasoning tasks beyond standard VLM capabilities.
paper
World Modeling with Probabilistic Structure Integration
A paper introducing PSI, a video world model trained on 1.4T tokens that iteratively extracts and integrates structures like depth and flow for improved prediction and control.
Products & Services
tool
GroqCloud - Build Fast
GroqCloud playground lets developers test and run large language models via Groq's high-speed inference API.
tool
Langfuse - Prompting Analytics & Evaluation
Platform for tracking, analyzing, and evaluating LLM prompts and outputs.