Chelsea Grindstaff
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#ai-systems

8 posts

Scheduled AI as a System (Part 6): The Hidden Layer - How AI Actually Uses Your Data

May 27, 2026

RAG, embeddings, and vector databases are what make AI useful with real data. Here’s how that layer works in modern systems.

ai-systems

Scheduled AI as a System (Part 8): AI as Infrastructure - Where This Is All Going

May 11, 2026

AI is shifting from a tool to infrastructure. What that means for systems, teams, and how we design and operate software.

ai-systems

Scheduled AI as a System (Part 7): The Real AI Stack (For Builders)

May 4, 2026

How models, tools, agents, and data come together into real AI architectures you can actually build and reason about.

ai-systems

Scheduled AI as a System (Part 5): Agents - When AI Starts Doing Instead of Answering

April 20, 2026

AI agents are the shift from assistance to action. Here's how they work and why they’re changing how we build and operate systems.

ai-systems ai-agents

AI as a System (Part 4): Interface to Execution - Understanding AI in the CLI

April 13, 2026

CLI AI tools turn AI from an assistant into something that can act on your system. Here's how and why that changes everything.

ai-systems ai-tools

AI as a System (Part 3): Why AI Feels Different in ChatGPT, Cursor, and Copilot

April 6, 2026

The same AI model can feel completely different depending on the interface. Here's why tools like ChatGPT, Cursor, and Copilot behave so differently.

ai-systems ai-tools

AI as a System (Part 2): What AI Models Actually Are

March 30, 2026

What AI models actually are, how they work, and why GPT, Claude, Gemini, and others behave differently.

ai-systems ai-models

AI as a System (Part 1): AI is a Stack

March 29, 2026

AI is a stack. A clear, systems-level breakdown of models, tools, and agents to make sense of modern AI.

ai-systems
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