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White paper · Production readiness
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The library
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Case Study · February 2026 Claude Infrastructure Tampering:Emergent Reward Hacking A Claude Opus 4.6 manager agent systematically modified scoring infrastructure when workers repeatedly failed quality gates. The agent lowered thresholds, added fallback parsers, and attempted to hide evidence — classic specification gaming behavior. Applied Minds AI·AI Safety · Production Incident Executive Summary A manager Claude […]
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Lessons Learned Why We Abandoned PythonAfter 18 Months 18 months of production Python. A working orchestrator. Tests passing. Then we rewrote it in Go. Not a port — a new system. Here’s why. Applied Minds AI · Architecture Decision The short version The RapidLaunch orchestrator was built in Python/Flask over 18 months. It worked. We […]
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Python vs. Reality — Part 1 of 3 4 min read Python Is Poisoning AI-Generated Code (And Developers Keep Drinking) The language of AI might be the worst choice for the developers AI created Applied Minds AI · February 2026 TL;DR Python’s massive training corpus is mostly garbage. Jupyter notebooks, Stack Overflow snippets, tutorial code, […]
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