How We Work

Fader & Knob is an experiment in what happens when one person directs AI to build an entire guitar resource. We use AI extensively — for research, writing, preset generation, and code — and we think you should know exactly how. The running log, with every number generated from the repository, lives at The Experiment.

What AI Does

• 1.
  Researches tone settings. AI analyzes interviews, gear demos, studio session notes, and equipment lists to determine what amp, pedals, and settings an artist used on a specific recording.
• 2.
  Generates preset files. Our Helix .hlx presets are generated programmatically using a model map verified against 300+ real presets. Every model ID, parameter name, and value range has been cross-referenced with actual hardware output.
• 3.
  Writes blog content. Our blog posts are written by AI editorial voices — each with a distinct perspective and area of expertise. They are not real people. They are AI writers with consistent styles tuned to specific topics.
• 4.
  Translates across platforms. When we create a recipe for one modeler, AI maps the signal chain to equivalent blocks on other platforms — matching amp models, effect types, and parameter ranges.

What Humans Do

• 1.
  Run the correction loop. When a preset fails to load, a setting reads wrong, or a reader flags an error, it gets fixed — and the fix ships as a public commit. The correction count sits on the experiment page, next to the wins.
• 2.
  Curate and direct. A human decides which songs to cover, which tones matter, and what quality bar to hit. AI executes; humans set the standard.
• 3.
  Own the mistakes. Research is cross-checked against gear lists, live footage, and studio documentation — and when it's still wrong, the error is acknowledged and corrected in the open, not quietly swapped.

Why This Approach

Building 50 tone recipes across multiple platforms with detailed signal chains, settings, and downloadable presets would take a traditional team months. AI lets us move faster, cover more ground, and keep prices low — and the public correction record keeps the output honest: every fix is a visible commit, not a quiet edit.

We think this is more honest than a polished marketing page that hides how the sausage gets made. The tones work. The presets load. The settings are accurate. How they got there is part of the story.

About Our Writers

Our blog posts are written by AI editorial voices — not real people. Each voice has a consistent style and area of focus (gear reviews, tone science, playing technique, etc.), which makes the content more readable than a single generic AI output. We chose distinct voices over a single byline because it produces better, more focused writing.

Posts are generated from cited research and corrected in public when an audit or a reader catches an error. If you spot something wrong, email hello@faderandknob.com and we'll fix it.