The simple way to build and embed AI agents into any software stack. Code-native, modular, and LLM-agnostic.

A Linux-only, ncurses based TUI AI coding agent.

Discord bot application for user monitoring and management with Ollama-based, LLM-agnostic hate speech detection.

ShoppingGPT is a production-ready, agentic AI chatbot for e-commerce. It routes every conversation through a semantic classifier, dispatches to specialized LangChain tools, and streams back intelligent responses — all in under a second.

Make LLMs from different vendors collaborate as one team. Capability-based task routing across Claude / GPT / Gemini / Ollama. Lead dispatches → broker filter-broadcasts → workers (any LLM, any host) pick up matching tasks. Single-vendor stacks already have subagents — this is for when the right tool for the job lives in another vendor's stack.

LLM-agnostic persistent wiki-memory for any AI agent. OpenClaw plugin, D3.js knowledge graph, PDF ingestion, WebSocket live updates, 124 tests.

feedback-hub is a local-first CLI for capturing project lessons, decisions, and incidents, then curating reusable learnings into shared cross-project memory.

Autonomous multi-agent marketing pipeline built with LangGraph — takes a brand brief and outputs a fully researched, strategized, written, QA-reviewed, and analytics-forecasted campaign. Features ReAct agents, isolated tool registries, Pydantic-validated I/O, persistent brand memory, and LLM-agnostic provider switching (OpenAI · Anthropic · Llama).

Multi-Factor AI Strategy Skill for Web3 Agents BNB Hack 2026

My personal Jarvis in one MCP: shared tools, memory, and personality across Claude, Gemini, ChatGPT, or voice. Swap the LLM provider/framework, keep the same Alistair.

An open-source, provider-agnostic AI workspace

Octium 2026: Best AI CLI Tool for GPT API - Fast Terminal Chat