I just opened a PR to add support for Goose to Entire. Goose is an open source coding agent under the Agentic AI Foundation, the first ever MCP client, and a reference implementation for the Model Context Protocol. I am super excited about this because it is exactly where my two worlds collide. I previously worked on the team building out Goose. Although I left the team to join Entire, I still maintain the Goose documentation and stay semi-active in the project.
This post walks through how I built the integration. It also doubles as a guide for adding support for your own favorite agent to Entire.
What is Entire?
The traditional software development lifecycle was not built for AI agents, so Entire is building the one that is. We identified major friction points that make it hard for humans and agents to collaborate. For example, agents often put up massive PRs that human developers simply do not want to review. Additionally, you completely lose the reasoning behind AI-generated code days after it gets merged because no human actually wrote it.
We have much more coming down the road, but we started by launching a CLI-first tool that records your agent sessions. It logs the prompts, the agent responses, tool calls, and everything in between.
