SmallThinker A Family of Efficient Large Language Models Natively Trained for Local Deployment
SOFTWARE
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Anthropic Implements Weekly Rate Limits for Claude Pro Users
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Anthropic will add weekly rate limits for Pro and Max users due to “unprecedented demand” from Claude Code, saying the move will hit under 5% of current users.
— The Rundown AI (@TheRundownAI) 29 juillet 2025
The company also said Claude can now read and update Notion pages and Linear tickets via MCPpic.twitter.com/Ry580cK2TkAnthropic will add weekly rate limits for Pro and Max users due to “unprecedented demand” from Claude Code, saying the move will hit under 5% of current users. The company also said Claude can now read and update Notion pages and Linear tickets via MCP
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Microsoft Edge Introduces New Copilot Mode with AI Features
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Microsoft added a new ‘Copilot Mode’ in Edge
— The Rundown AI (@TheRundownAI) 29 juillet 2025
It integrates AI directly into Edge's new tab page, bringing features like voice, multi-tab analysis, and the ability to suggest and take actions.
Currently free for a limited time on Windows and Macpic.twitter.com/1SoPd9Ks9LMicrosoft added a new ‘Copilot Mode’ in Edge It integrates AI directly into Edge's new tab page, bringing features like voice, multi-tab analysis, and the ability to suggest and take actions. Currently free for a limited time on Windows and Mac
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GLM-4.5 Air 3bit MLX runs smoothly on MacBook M2
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I've run the GLM-4.5 Air 3bit MLX build on my 64GB MacBook M2, it's impressed me – it drew me a simpler pelican https://
huggingface.co/mlx-community/
GLM-4.5-Air-3bit
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Building a Personal Product: From Problem to Solution
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For the first time in a long time, I just built something *I* wanted. It's a really different feeling than building something other people want. I know the problem so well, and will be using the product from day one. This may become a new Otherside product… we'll see!
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LMCache: LLM Engine Extension for Faster Response and Higher Throughput
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LMCache an LLM serving engine extension to reduce TTFT and increase throughput, especially under long-context scenarios
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XML in Production: Stability Through Traditional Data Format
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Not true at all. We use XML for almost everything in prod because it keeps things super stable.
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Code Review and Implementation Fix Strategy
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So true!
Let me look at your implementation of GiantClass
[read 100 lines]
Perfect! I see the core issue now. Let me now take the next 3 minutes to re-write the entire file from scratch with this totally not hallucinated fix… -
Training Environments for Small ML Models: Notebooks vs Scripts
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For folks training/fine-tuning small-ish models, what’s your environment of choice? Do you use notebooks or scripts?