📰 Dev.to · Moshe Simantov

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All Articles 83,177 Blog Posts 106,011 Tech Tutorials 20,299 Research Papers 17,841 News 14,016 ⚡ AI Lessons

Your AI Coding Assistant Is Sending Your Code to the Cloud. Does It Have To?

Dev.to · Moshe Simantov 3w ago

Your AI Coding Assistant Is Sending Your Code to the Cloud. Does It Have To?

Every cloud-based AI dev tool sends your code, queries, and context to someone else's server. Here's what you're actually exposing — and why local-first tools e

Local SQLite Beats Cloud Docs for AI Coding. Our v1 Ships Today.

Dev.to · Moshe Simantov 1mo ago

Local SQLite Beats Cloud Docs for AI Coding. Our v1 Ships Today.

@neuledge/context v1.0 is here — a stable, local-first MCP documentation server with 150+ pre-built packages, multi-format parsing, HTTP server mode, and llms.t

MCP vs Function Calling: A Practical Decision Framework

Dev.to · Moshe Simantov 1mo ago

MCP vs Function Calling: A Practical Decision Framework

MCP and function calling aren't competing approaches — they solve different problems. Use this decision framework to pick the right tool integration pattern for

Your AI Coding Assistant Isn't Stupid — It's Starving for Context

Dev.to · Moshe Simantov 2mo ago

Your AI Coding Assistant Isn't Stupid — It's Starving for Context

AI coding assistants don't hallucinate because the model is weak. They hallucinate because their context is stale, missing, or noisy. Here's how to fix the real

RAG vs. Fine-Tuning vs. Grounding: Which One Does Your AI Actually Need?

Dev.to · Moshe Simantov 3mo ago

RAG vs. Fine-Tuning vs. Grounding: Which One Does Your AI Actually Need?

Most teams fine-tune when they should be grounding, and RAG when they should be fine-tuning. Here's how to diagnose what's actually wrong with your LLM and pick