-"Open-Source" on jamesm.blog

Cline: The Next Generation AI Coding Assistant

Thu, 09 Apr 2026 10:00:00 +0100

An exploration of Cline, the autonomous AI coding agent that lives in your IDE and handles complex, multi-step engineering tasks through tool-use and agency.

The Rise of Small Language Models: Why Size Isn't Everything

Thu, 09 Apr 2026 06:03:00 +0100

Why smaller language models are proving that efficiency, speed, and cost matter more than raw parameter count. A look at the shift redefining AI development.

Open WebUI: A Polished Interface for Local and Remote LLMs

Wed, 08 Apr 2026 23:15:00 +0000

Open WebUI is an open-source interface that brings ChatGPT-like convenience to local language models, giving you a sleek chat interface for Ollama, OpenAI, and compatible APIs with zero vendor lock-in.

Running AI Models Locally with Ollama: From Setup to OpenClaw

Wed, 08 Apr 2026 08:25:25 +0100

A practical guide to Ollama, the platform for running large language models locally, including how to launch OpenClaw and explore its available models.

Following the Money: Databricks vs Snowflake vs the Open-Source Alternative

Wed, 08 Apr 2026 07:40:00 +0100

A deep dive into the shifting economics of the data landscape in 2026. Why the choice between Snowflake and Databricks is increasingly an accounting decision, and where the open-source DIY stack actually saves you money.

List of AI GitHub Projects

Sat, 27 May 2023 08:01:18 +0100

A collection of significant open-source AI projects that are shaping the ecosystem.

AI Agent Frameworks

AutoGen - Microsoft’s multi-agent conversation framework for building complex AI systems with role-based agents
CrewAI - Framework for orchestrating autonomous AI agents that work together as a crew
Langchain - Foundational library for building applications with LLMs, offering chains, agents, and memory abstractions
Open Interpreter - Let LLMs run code locally and interact with your computer

Code & Development

Auto-GPT - Early autonomous AI agent that can break down goals and execute them iteratively
Aider - AI pair programmer that can edit code in your local repository
Prompt Engineering Guide - Comprehensive guide with papers, techniques, and best practices

Specialized Tools

OpenClaw - AI agent framework for operating graphical user interfaces directly
Ollama - Simple way to run large language models locally
LiteLLM - Unified interface for calling all major LLM APIs with cost tracking

Research & Resources

Transformers - Hugging Face’s comprehensive library for state-of-the-art NLP models
Papers with Code - Curated dataset linking papers with their implementations