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AI Tool Stack

AI Tool Stack

The small set of models and tools I use regularly.

This is the short version of the current tool stack.

  • a strong general reasoning model
  • a writing environment that makes iteration easy
  • a note system that can hold prompts, outputs, and decisions together
  • a review loop that keeps human judgement at the end of the chain

The exact tools change. The structure matters more than the brand names.

What stays stable

The names change quickly. The pattern changes more slowly. A useful stack usually needs one place to think, one place to store context, one place to review output, and one clear point where human judgement stays in control.

What to optimise for

The best stack is not the one with the most tools. It is the one that makes good work easier to repeat. That usually means fewer moving parts, clearer handoffs, and less duplicated cleanup after the model has done its first pass.