Models

Articles

Theory

Article	Description
OpenAI Academy	A collection of resources for learning about AI, including courses, tutorials, and articles
Claude Code: Best practices for agentic coding	A blog post covering tips and tricks that have proven effective for using Claude Code across various codebases, languages, and environments

Defense

Article	Description
Principles for coding securely with LLMs	LLMs sometimes act maliciously, so you must treat LLM output like user input.

Prompt Engineering

Link	Description
Brex's Prompt Engineering Guide
A Beginner's Guide to Prompt Engineering with GitHub Copilot
Prompt Engineering Guide	See also Adversarial Prompting
Claude 4 prompt engineering best practices	This guide provides specific prompt engineering techniques for Claude 4 models to help you achieve optimal results in your applications
How Anthropic teams use Claude Code	Insights on how different departments leverage Claude Code, its impact on their work, and tips for other organizations considering adoption

Tools

Models & Platforms

Link	Description
Ollama	A platform for running local LLMs on your own hardware
huggingface	An open-source community out there training AI models for many different tasks
Open Source Models	llama whisper Mistral 7B

Development

Link	Description
Google Cloud Generative AI	This repository contains notebooks, code samples, sample apps, and other resources that demonstrate how to use, develop and manage generative AI workflows using Generative AI on Google Cloud, powered by Vertex AI
Poking around OpenAI	A script that converts all of my writing into embeddings, tokenizes the user-supplied prompt to identify relevant sections of my content to inject into an expanded prompt, and sent that expanded prompt to OpenAI AI's API
Introducing AutoRAG	A fully managed Retrieval-Augmented Generation on Cloudflare Getting started with AutoRAG
Transform Years of Content Into a Conversational Knowledge Base	How to make your content interactive by building a conversational knowledge base. A practical walkthrough using CloudSecList, LLMs, and Cloudflare Workers
How to build a ChatGPT plugin with Cloudflare Workers

Security

Link	Description
aws-ml-opt-out	A Terraform module that makes it a snap to opt out of all AWS AI/ML data harvesting
PyRIT	The Python Risk Identification Tool for generative AI (PyRIT) is an open access automation framework to empower security professionals and machine learning engineers to proactively find risks in their generative AI systems You can also refer to the companion blog post
garak	Garak checks if an LLM can be made to fail in a way we don't want.
secure-rules-files	Baseline rules files to improve the security of AI-generated code (Claude, Cursor, Copilot + more)
augustus	LLM security testing framework for detecting prompt injection, jailbreaks, and adversarial attacks

Local GPTs

Link	Description
50+ Open-Source Options for Running LLMs Locally	All-in-one desktop solutions for accessibility LLM inference via the CLI and backend API servers Front-end UIs for connecting to LLM backends
awesome-local-llms	Compare open-source local LLM inference projects by their metrics to assess popularity and activeness.
gpt4all	Run Local LLMs on Any Device
LM Studio	Discover, download, and run local LLMs
goose	An open-source, extensible AI agent that goes beyond code suggestions - install, execute, edit, and test with any LLM
PrivateGPT	Ask questions about your documents
LocalGPT	Converse with your documents without compromising your privacy
Danswer	Gen-AI Chat for Teams - Think ChatGPT if it had access to your team's unique knowledge