Use Databricks Models with VS Code Copilot and Copilot CLI
AI ENGINEERINGDATA ENGINEERINGSOFTWARE ENGINEERING
I wanted one Databricks-hosted model to work in two developer surfaces:
Read articleBin Zhang's Field Notes
Modern notes for data, AI, and engineering systems.
Practical essays, implementation notes, and mental models for LLMs, infrastructure, data platforms, and the craft of building durable software.
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A Git-Native Message Channel for Local Coding Agents
AI ENGINEERINGSOFTWARE ENGINEERING
My previous local development workflow was simple:
Read noteAttention Dilution
LARGE LANGUAGE MODELS
Attention dilution (also called context dilution) is one of the fundamental limitations of transformer-based LLMs when dealing with long...
Read noteAI Terminology: Agents, Skills, RAG, MCP, and the Layers Beneath the Hype
AI ENGINEERING
How many of these terms do you actually recognize?
Read noteFrom Prompt to Response: A Step-by-Step Walkthrough of LLM Inference
LARGE LANGUAGE MODELS
From input to output, a prompt generally goes through seven steps: request packaging, tokenization, inference scheduling, prefill, and...
Read noteChatGPT in 2025: A Year in Review
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ChatGPT Stats ChatGPT Growth ChatGPT Revenue
Read noteThe Mandate for Leadership in AI Engineering
AI ENGINEERING
Over the next 12 to 24 months, the differentiator among engineers will shift from mastery of programming languages like Rust, Go, or Python,...
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