Agent: Cursor, Claude CodeLLM: Claude 3.5, Llama 3#agentic-ai#tool-calling#self-hosted-llm#workflow-orchestration#guardrails
Forge is a Python framework that enhances self-hosted LLMs for multi-step agentic workflows through guardrails, context management, and VRAM optimization. It lifts 8B models to enterprise-class performance with rescue parsing, retry logic, and step enforcement. Supports Ollama, llama.cpp, Llamafile, and Anthropic backends.