The sandbox needs to be one an agent can't break out of – otherwise it's not a sandbox
AGENTS
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Designing safe environments for AI agent failures
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AI agents make mistakes all the time – you have to assume they will make mistakes, and then design their environment so that when they do they can't delete your production database
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DeepSeek V4, AI agents and design tools lead week
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Top stories in AI today: – The Whale returns with cheap, efficient DeepSeek V4
– The Rundown Roundtable: Our AI use cases
– How to do a brand refresh with Claude Design
– Anthropic's AI agents broker trades in ‘Project Deal’
– 4 new AI tools, community workflows, and more -
AI System Leverages Million Posts for Advanced Capabilities
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My AI is better than what you got and it has access to about a million posts here on X, so I can do some magic things. What kind of magic should I try?
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Creator Built AI News Aggregation Tool for X Posts
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You are wrong about me. I built this: https://
alignednews.com/ai Reads more X posts from AI community than you ever can. -
Troubleshooting Faulty MCP Configuration Issues
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hey Daniel – just saw this, DM-ing you to see what’s up I suspect this is a faulty MCP, not ideal but could you open your config.toml file and remove MCPs you’ve added and try and restart DM’d you
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Claude Agent Overestimates Task Duration Repeatedly
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My Claude keeps saying "that's a day of work" when it's like done in 5 min
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Auto Smart Routing: AI System Optimizes Model Selection Automatically
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The key difference is Auto Smart Routing. You don’t manually switch between models depending on the task. The system handles that for you, optimizing for speed, cost, and context without breaking your workflow.
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Building Good AI Evals: A Competitive Advantage
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Most companies aren't doing this because building good evals is genuinely hard and unglamorous. That's exactly why it's defensible when you do.
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AI Agents as Passive Income Assets: A Revenue Generation Model
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I am buying one. As soon as it is available. Even if it were $40,000. I hope to never ride in it. It will send me a nice check every month. If it sits in my garage it isn’t making me money. AI Agents work the same way. At least in my head. The video linked to here gives