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AI2025
AI Developer Assistant
Personal
Agentic coding assistant built on Claude + MCP.
Example project — replace the placeholder content with real details.
Problem
PLACEHOLDER — Developers lose time on repetitive research and context-gathering across large codebases.
Solution
PLACEHOLDER — An agentic assistant using Claude and the Model Context Protocol (MCP) to search, reason over, and act on a codebase with tool use and RAG.
Architecture
PLACEHOLDER — Next.js frontend, Claude API for reasoning, MCP servers exposing code-search and file tools, a RAG layer over an embeddings index, and a LangGraph-style agent loop.
Challenges
- PLACEHOLDER — Grounding responses to avoid hallucination.
- PLACEHOLDER — Orchestrating multi-step tool use reliably.
Outcomes
- PLACEHOLDER — Describe measurable impact once built.
Tech Stack
ClaudeMCPRAGLangGraphNext.jsTypeScript