The frontier coding assistants you have heard of are not magic. They are a model, plus an enormous amount of scaffolding — prompting strategies, context management, tool use, multi-step planning, evaluation loops, and skills the model knows when to reach for. Entity is that scaffolding, opened up.

We do not charge for models. You bring your own — Llama, Qwen, DeepSeek, GPT, Gemini, your local Ollama instance, your fine-tune. Parser applies the orchestration that makes a capable model behave like the best one you can buy access to, and then keeps you in control of how much it does on its own.

Entity was founded on the conviction that the best agentic engineering tools should not be locked behind a single vendor's weights. The model is yours. The agent is ours. Together, they ship.