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Block's open-source AI coding agent Goose offers functionality similar to Claude Code, but can run entirely locally, with no subscription fee and no rate limits. Goose has gained over 26,100 stars on GitHub, with 362 contributors and 102 releases, the latest version 1.20.1 released on January 19. It supports any LLM, can run locally via Ollama with open-source models such as Qwen 2.5, and integrates MCP to connect to external services; the trade-off is that model quality, context window, and speed still fall short of commercial solutions such as Claude 4.5 Opus.
Block's open-source AI coding agent Goose offers functionality similar to Claude Code, but can run entirely locally, with no subscription fee and no rate limits. Goose has gained over 26,100 stars on GitHub, with 362 contributors and 102 releases, the latest version 1.20.1 released on January 19. It supports any LLM, can run locally via Ollama with open-source models such as Qwen 2.5, and integrates MCP to connect to external services; the trade-off is that model quality, context window, and spe
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Zhipu AI has launched and open-sourced GLM-4.7, achieving a state-of-the-art score of 73.8% on SWE-bench Verified and 87.4 on the tool-calling task τ²-Bench, surpassing Claude Sonnet 4.5. MiniMax and Zhipu successively passed Hong Kong Stock Exchange hearings; the former's 2024 revenue grew 782% year-over-year to $30.5 million, while the latter is valued at 24.4 billion yuan, with average daily token consumption reaching 4.2 trillion in November. In the same period, OpenAI released GPT-5.2-Codex, and Google launched Gemini 3 Flash, with response speed improved 3x.
Zhipu AI has launched and open-sourced GLM-4.7, achieving a state-of-the-art score of 73.8% on SWE-bench Verified and 87.4 on the tool-calling task τ²-Bench, surpassing Claude Sonnet 4.5. MiniMax and Zhipu successively passed Hong Kong Stock Exchange hearings; the former's 2024 revenue grew 782% year-over-year to $30.5 million, while the latter is valued at 24.4 billion yuan, with average daily token consumption reaching 4.2 trillion in November. In the same period, OpenAI released GPT-5.2-Codex
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