Engineering Insights
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Smart File Organizer (Part 2): Scaling Context
Agentic Systems #2How to handle large documents in local LLMs using Map-Reduce summarization, token counting, and production-grade configuration.
5 min read
Smart File Organizer: Semantic Streaming with Go and Local LLMs
Agentic Systems #1Building a smart, local-first file organizer that understands document context and automates classification using Go streaming pipelines and Apple MLX.
4 min read
Optimizing MongoDB Connection Pooling in Node.js
How I resolved performance bottlenecks and stabilized a high-traffic Node.js service early in my career by implementing MongoDB connection pooling.
4 min read