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Use cases, comparisons, and guides for personal AI agents.

AI Agent Reliability Hit 77.3% — And That's Still Not Enough
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AI Agent Reliability Hit 77.3% — And That's Still Not Enough

AI agents went from completing 20% of tasks successfully to 77.3% in 12 months. Terminal-Bench data shows massive progress. But 1 in 4 tasks still fails, and nobody's talking about what happens when they do.

April 22, 20268 min read
AI Agents Are Deleting Production Databases. The 85% Accuracy Trap Explained.
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AI Agents Are Deleting Production Databases. The 85% Accuracy Trap Explained.

At 85% accuracy per action, a 10-step agent workflow succeeds only 20% of the time. That math just cost one company its entire customer database.

April 3, 20267 min read

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