Rust

Sure, you’ve got an AI agent for coding (Claude Code), another one for writing, a third for research. But ask any of them to do something outside their lane — “write me a bash script, then research MCP trends, then draft a blog post” — and you’re switching tools every 15 minutes. Goose is what happens when you stop treating AI agents as single-purpose tools. And it’s a general-purpose, open-source agent from the Agentic AI Foundation (AAIF) at the Linux Foundation — running at 48,300+ stars on GitHub, #1 on Trending, and growing at +699 stars per day as of today. Desktop app, CLI, API — one agent for everything, with zero model lock-in. ...

Look, LLMs are great at generating text but terrible at remembering what you told them five minutes ago. So every session starts from scratch. And you repeat your preferences, your project context, your API keys — yet the model still drifts off-topic by turn 15. So most “AI memory” tools handle this by keeping everything in RAM or shipping your data to a cloud API. But neither scales well when you’re running multi-session agent workflows. ...