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Block open-sources AI coding agent Goose, benchmarked against Claude Code and completely free
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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Ethan Mollick: An opinionated guide to using AI right now
Ethan Mollick has published an opinionated guide to using AI right now, suggesting that people use OpenAI's published real-world usage data to judge when to use free models and when to upgrade to paid. He points out that the four most advanced systems are Claude, Gemini, ChatGPT, and Grok, with paid tiers at $20 per month or about $200 per month; the former suits most people, while the latter is aimed at complex technical and programming needs. For serious work, he recommends manually selecting an Agent model, such as GPT-5 Thinking Extended or GPT-5 Thinking Heavy.
Ethan Mollick has published an opinionated guide to using AI right now, suggesting that people use OpenAI's published real-world usage data to judge when to use free models and when to upgrade to paid. He points out that the four most advanced systems are Claude, Gemini, ChatGPT, and Grok, with paid tiers at $20 per month or about $200 per month; the former suits most people, while the latter is aimed at complex technical and programming needs. For serious work, he recommends manually selecting
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