# llm-echo 0.5

- Source: Simon Willison (LLMs)
- Published: 2026-10-18T23:16:16+00:00
- Category: Tech
- Original: https://simonwillison.net/2026/Oct/18/llm-echo/
- Canonical: https://groundlevelnews.com/story/llm-echo-0-5-128991/

Release: llm-echo 0.5 I'm working towards a new LLM release, and testing PRs caused me to revisit the llm-echo debug plugin. This plugin provides a "model" which doesn't involve an LLM at all - it just repeats back the prompts that have been fed to it. The new release now updates the simulated token usage counts to take tool calls, system prompts, and reasoning tokens into account. Example usage:

_Ground Level News shows a short summary only; the full article and all rights belong to Simon Willison (LLMs)._
