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SOFTWARE
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Local AI Setup Guide: Hardware, Software, Model Mechanics
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Agents get their own execution layer with ‘ego lite’
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Chrome puppets are about to get buried.
— God of Prompt (@godofprompt) 29 mai 2026
ego lite is what happens when you stop forcing agents into browsers built for humans and give them their own execution layer.
Real login state. Background isolation. Complete browser control.
The toy-agent era is ending. https://t.co/TkayhTFQ4bChrome puppets are about to get buried. ego lite is what happens when you stop forcing agents into browsers built for humans and give them their own execution layer. Real login state. Background isolation. Complete browser control. The toy-agent era is ending.
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Reconstructing Software Engineering for AI-Driven Coding
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Reconstructing software engineering around AI is going to take work (even as the ability of AI to code increases at a rapid rate). Organizations are ideally spending tokens for two things:
1) building stuff
2) experiments to figure out best practices (which involves failure) -
Plan-first prompt for feature development
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1. Plan-First Lock Before any feature, paste this: "Before writing any code, explore the relevant files and explain your plan for [feature]. List the files you'll change, the approach for each, and any edge cases you see. Do not write a single line until I approve the plan."
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Data Infrastructure Optimization for AI Model Training
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We are starting to be quite bullish about getting in the data infrastructure business.
— Julien Chaumond (@julien_c) 28 mai 2026
I just cloned 68 TB (while I only have a 4TB local disk) to my @huggingface training bucket in 1 minute 55 seconds, thanks to Xet deduplication and all our infra optimizations.
You can host… pic.twitter.com/qfm9QvaIdjWe are starting to be quite bullish about getting in the data infrastructure business. I just cloned 68 TB (while I only have a 4TB local disk) to my @huggingface training bucket in 1 minute 55 seconds, thanks to Xet deduplication and all our infra optimizations. You can host
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Vibe Coding: AI-Driven Rapid Development Trend
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“Vibe coding” is quickly becoming one of the most talked-about AI trends in business and software development Instead of focusing purely on technical coding skills, vibe coding is about using AI tools to rapidly build, test and refine ideas through natural language prompts,
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Prompt engineering challenge: multi-format conversion
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Challenge 6: The Format Switcher Give them a single paragraph from a blog post. Ask them to convert it into three formats in one prompt: a tweet, a LinkedIn post, and a cold email subject line. One prompt. Three distinct outputs. Do they specify each format's constraints
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SOLO Agent Dynamically Loading MCPs for Real-World Apps
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The MCP side is especially interesting. TRAE’s unified SOLO Agent can dynamically load configured MCPs as the project evolves, instead of getting boxed into one rigid setup. That matters when you’re building real apps with databases, payments, AI services, and deployment tools.
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Trae merges SOLO Builder and SOLO Coder into unified SOLO Agent
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TRAE just killed the “which agent should I use?” problem. SOLO Builder and SOLO Coder are now merged into one unified SOLO Agent. One agent for frontend apps, complex programming tasks, routine dev work, MCPs, tools, and shipping. @Trae_ai