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Local Serena MCP Deployment: Supercharge Claude Code with Code-Awareness and Ensure Data Privacy
2026-03-10 DP

This article provides a detailed, step-by-step guide to installing and configuring Serena MCP for Claude Code (cc) in a local environment. By deploying locally, you can enhance your AI coding assistant's understanding of your project's codebase while ensuring all your code and data remain on your machine, maximizing security and privacy. Follow this tutorial to easily master the entire process, from installation and integration to indexing and verification.

From Phantom Conflicts to Docker Permissions: A Deep Dive into Debugging an Infinite Loop in a Git Hook for an AI Assistant
2025-11-09 DP

This article documents a complete technical troubleshooting process. A Git auto-commit hook script for the Claude Code AI coding assistant unexpectedly fell into an infinite loop, reporting non-existent 'Git conflicts'. Through layered debugging, we uncovered that the root cause was not a Git conflict, but a specific file ownership issue ('dubious ownership') within the Docker container environment. The article details the entire journey from diagnosis and code optimization to pinpointing and resolving the Git security configuration in Docker, offering valuable hands-on experience for similar automation script issues.