vLLM
High-throughput LLM serving with PagedAttention and an OpenAI-compatible API. The go-to for serving open models on a GPU server.
A curated, hand-picked list of links and GitHub repositories I find genuinely useful: AI agents, LLMs, self-hosting and my own projects. Stars and languages are refreshed at build time. Also available as JSON.
30 items
High-throughput LLM serving with PagedAttention and an OpenAI-compatible API. The go-to for serving open models on a GPU server.
My Medium profile, with cross-posts of articles from this blog on AI, agents and legal AI.
Simple self-hosted uptime monitoring with notifications.
Fast, memory-efficient LoRA/QLoRA fine-tuning on a single GPU.
Hugging Face's library for SFT, DPO, GRPO and other post-training methods.
Hugging Face's small, readable agent library with code-writing agents. Great for learning how agent loops actually work.
Weekly newsletter and directory of self-hosted apps.
A coding agent that alternately improves its own harness and its weights (RL) on Qwen3.5-35B-A3B; the two gains compound (SWE-Verified 61.0 to 69.5). Weights are open under Apache-2.0.
Type-safe agent framework from the Pydantic team; structured outputs and dependency injection without much magic.
Self-hosted chat interface for Ollama and OpenAI-compatible APIs, with RAG and multi-user support.
The easiest way to pull and run open models locally with a simple API.
The simplest readable codebase for training GPT-style models. Excellent for understanding the fundamentals.
Specification and docs for MCP, the open standard for connecting LLM apps to tools and data.
Reference Model Context Protocol servers (filesystem, git, fetch, memory…). Useful as templates for your own tools.
Simon Willison's CLI and Python library for working with many LLMs, with logging to SQLite.
LLM inference in C/C++ on CPUs and consumer GPUs; the backbone of most local model tooling and the GGUF format.
Stateful, graph-based agent orchestration with checkpoints and human-in-the-loop. Good when an agent workflow needs to be explicit and resumable.
Free courses on LLMs, agents, MCP and reinforcement learning.
Nous Research's self-improving agent with memory and skills, built to run on open models.
My fork of Cloudflare's Wrangler / Workers SDK, where I prepare upstream fixes.
My modernised fork of react-remove-scroll-bar: zero dependencies, SSR-safe, RTL and CSP-nonce support, with tests on React 18 and 19.
My working fork of Nous Research's Hermes Agent, used for experiments and upstream contributions.
Lightweight self-hosted Git service; I mirror my repositories to it.
Program LLM pipelines instead of hand-tuning prompts, and optimise them against a metric.
Role-based multi-agent framework; quick to prototype teams of specialised agents.
A pipeline that generates executable, grader-checked workplace tasks for SFT and RL; SFT lifts an 8B Qwen3-VL model from 45.9 to 77.8 on Claw-Eval multi-turn tasks.
Self-hostable alternative to Heroku/Vercel for deploying apps and databases on your own servers.
Clear, practical guide to agent patterns: start with simple workflows and add autonomy only where it pays off.
The big curated list of free, self-hostable software.
Microsoft's framework for multi-agent conversations and event-driven agent systems.