Agents that continuously rewrite their own harness just became real. Agent infrastructure today ships static agents. The harness, model, and workflow never change after deployment. Over time performance degrades silently. Context drifts, latency compounds, newer models sit
AGENTS
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AI Agent Destroys Production Database with Unscoped API Token
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an AI agent literally destroyed all of this guy's production data Total AI disaster, yet totally predictable. here's the story:
> Cursor agent (Opus 4.6) tries to fix a staging bug
> Finds an unscoped Railway CLI token
> Guesses an API call
> Wipes Prod DB & 3 mos of backups -
Agents Make Surprising Mistakes Unlike Humans
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Right – agents aren't humans, and the mistakes they make can be deeply surprising if you expect them to work like humans do
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Sandbox Security: Unbreakable Agent Containment Requirements
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The sandbox needs to be one an agent can't break out of – otherwise it's not a sandbox
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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