Labs

Curated starting points for AI and coding research. Treat these as editable references for your own long-form lab notes.

AI Research

Attention Is All You Need

The transformer paper that shaped modern LLMs and remains a core reference for sequence modeling.

AI Engineering

Retrieval-Augmented Generation for Knowledge-Intensive NLP

A practical starting point for grounding model responses with external knowledge.

Coding Research

LangGraph Agent Patterns

Stateful agent orchestration patterns with explicit control flow and tool execution.

AI Research

OpenAI Evals

A reference framework for evaluating model behavior and preventing regressions over time.

Coding Research

FastAPI Async Patterns

Production-ready async API design with validation, background tasks, and clean interfaces.

AI Operations

Designing Data-Intensive Applications

System design foundations for building reliable data and inference pipelines.