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Safer Filesystem Tools for AI Agents Using MCP and S3
Latest  Machine Learning

Safer Filesystem Tools for AI Agents Using MCP and S3

Luna
8 likes
February 16, 2026

Author(s): Luna Originally published on Towards AI. Claude Code style file operations backed by S3, with strict scoping, audit logs, and ETag concurrency guards. Most agents need file access to do real work. But “just mount my laptop” is a risky default. …

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How to Run AI Agents Fully Locally: Memory, Tools, and Models on Your Laptop
Latest  Machine Learning

How to Run AI Agents Fully Locally: Memory, Tools, and Models on Your Laptop

Luna
9 likes
January 18, 2026

Author(s): Luna Originally published on Towards AI. How to Run AI Agents Fully Locally: Memory, Tools, and Models on Your Laptop If you’ve ever tried to build an “agent” that helps with real work (not just a demo), you usually hit the …

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