The 'Reasoning-Sandbox': Why 2026 Developers Never Test on Live Agents
In the world of autonomous agents, 'production' is a moving target. Here is how we use Reasoning-Sandboxes to verify intent before it hits the real world.
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The Rise of Synthetic Users: Why We Stopped Beta Testing in 2026
Manual beta testing is dead. In 2026, we use AI-driven synthetic user agents to simulate months of user behavior in minutes, finding bugs before a human ever touches the UI.
Read article When AI Becomes Your Security Teammate: The Real-World Impact of Autonomous Pentesting
I ran an AI pentester against my own apps. Here's what I learned about automated security, false positives, and the future of responsible shipping
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