The Colton Channel

AI Workflow

AI Lab Channel

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Experiments and workflows from the AI toolbox.

Beta Channel

Tools I use daily

AI tooling is part of my everyday workflow. Here is the actual kit. These are tools I use, not tools I built.

Cursor
AI-powered code editor
Agent and sub-agent workflows — delegating scoped tasks and reviewing what comes back.
Claude Code
Agentic coding in the terminal
Part of the daily loop for working through real codebases from the command line.
Local LLM via llama.cpp
Self-hosted model, own hardware
Inference that runs entirely on my own machine — no cloud required.

How this fits my engineering loop

Agents draft; I review. AI output goes through the same discipline as any other code I ship — code review, CI/CD, and a human who owns the result.

This channel is deliberately a static page — no live demo, no API calls, no surprise bills.