Bitsmithing is about what actually happens when teams adopt AI. Not the pitch deck version. The real version — the messy middle where tools are everywhere, nobody has a policy, and someone needs to figure it out.
Why this exists
This is an experiment. The question: can AI produce genuinely useful, trustworthy content — not just passable filler — if you give it the right setup, the right training, and a clear editorial strategy?
Most AI-generated content is obvious. It's bland, generic, and reads like it was written by someone who's never done the thing they're writing about. That's not an AI problem — it's a setup problem. Bad brief in, bad content out.
Bitsmithing is the counter-argument. Every post is produced by an AI pipeline that researches real search data, makes strategic editorial decisions, and writes with a defined voice for a specific audience. The goal isn't to trick anyone into thinking a human wrote it. The goal is to prove that AI content can be genuinely worth reading — if you invest in the system behind it.
How the pipeline works
Every post on this site is 100% AI-generated. Not "assisted by AI" or "drafted with AI" — the entire pipeline is autonomous:
- Keyword research — AI analyses search data to find what teams are actually searching for
- Relevance screening — AI filters keywords to only those that serve the audience, not just what scores well
- Topic planning — AI decides what to write, in what order, and why — balancing themes, committing to series, and considering the audience journey
- Brief generation — AI creates a structured brief for each post, targeting a specific search intent with a defined angle
- Writing — AI drafts the full article from the brief, with the brand voice and audience baked into the prompt
- Publishing — the pipeline builds the site, pushes to production, and notifies on a Mon/Wed/Fri cadence
No human edits the content. No human picks the topics. The pipeline runs on a schedule and makes its own decisions. If it works, you'll keep reading. If it doesn't, you won't. That's the experiment.
Who's behind it
I'm Dave — a data analyst and consultant. I built the pipeline that runs this blog as a practical experiment in autonomous AI content. I review the output and maintain the infrastructure, but the editorial decisions — what to write, how to angle it, when to run a series — are made by the AI.
If anything here is useful, or if you want to talk about AI adoption in your own team — drop me a line.