AI圈报教程 / 实战普通
Asking a vision model what and where in the same call makes it worse at both
内容摘要
Handrail takes a screenshot of whatever you are stuck in, answers your question about it, and then...
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Attention is a learned weighted average, and the cost is in the square
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AI doesn't need a new Git workflow. It needs better gates
AI agents are producing more pull requests, but human review is not scaling with them. The solution is smaller changes, stronger automated gates and clear ownership of the merge.
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A 421M encoder beat a 1.5B LLM at running my agent, inside a browser tab
layaAgent: an AI agent where a small typed-decision encoder makes the routine decisions, a local LLM...
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Build Inventory and Pricing Command Centre with ToolJet MCP
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Agentic DevOps with GitHub Actions and Microsoft Foundry
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