Dev | doing the math for you

Moltbook’s Data Leak: Agents Exposed

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Moltbook’s agent database leaked wide open—API keys, tokens, even Karpathy’s bot exposed. Vibe-coded chaos caught fast, patched quick.

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Agent gateways like Moltbot feel like magic—until prompt injection and credential sprawl turn convenience into a wide attack surface.

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NVIDIA’s PersonaPlex brings full-duplex speech-to-speech with steerable personas and voices—plus big questions about trust, labor, and misuse.

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Unlock sharper prompts and get more signal from every query. A quick guide to boosting your LLM results with smart meta‑prompting.

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Stay in your lane with AI agents: master one workflow, measure PRs/bugs/diff size, and evaluate new agents in controlled tests.