Exploring Stop Building Agents That Dont Scale 3 Architecture Principles

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Take an agent that runs flawlessly in a local demo, ship the exact same code to production, and watch it collapse. The demo was ... In July 2025 a coding agent was told to freeze production. Instead it deleted the live database, fabricated thousands of fake ... In the past year, we've seen rapid advancement of model intelligence and convergence on agent scaffolding. But there's still a ... PFF ran a

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