~/bookmarks

Shell + Skills + Compaction: Tips for long-running agents that do real work

Practical patterns for building with skills, hosted shell, and server-side compaction in the Responses API.

Scaling PostgreSQL to power 800 million ChatGPT users

By Bohan Zhang, Member of the Technical Staff

DSPy

The framework for programming—rather than prompting—language models.

The RLHF Book

Nathan Lambert

This is a guide to reinforcement learning from human feedback (RLHF), alignment, and post-training for Large Language Models (LLMs). Author Nathan Lam...