Skip to content
in studyDocs
↑ ↓ navigateEnter openon-site search, no external service
Work, kept plumb.

Can we build software with AI, with quality, and prove it?

We don't know yet. Prumo is the attempt to find out, in the open.

Understand the idea

Nobody knows the right way yet.

Every month brings a new way of working with AI: specify first, plan first, let the agent run, review at the end. Each works for someone, and almost nobody measures.

Prumo wants to be the place where you can build different flows, run the same task through each, and see which one fits the way you work. A pattern that adapts to you, proven with numbers.

Read the full idea

What we want to prove

Each idea becomes a hypothesis with a measure. None has been tested yet, and that is where you can help.

  1. H1Stages with declared files reduce rework.Measure: how often the task goes back, per stage.not tested yet
  2. H2Cost per approved stage drops with a human gate.Measure: tokens and time until approval.not tested yet
  3. H3The best flow changes from person to person.Measure: the same task in different flows.not tested yet

Where it stands

There is a skeleton that runs. The idea has not been tested or measured on real projects, so do not use it for real work.

  • done
  • in progress
  • not yet
  1. Nov 11, 2026

    The idea

    A personal way of working with AI becomes the hypothesis: gated stages.

  2. Nov 14, 2026

    Born open

    Name, free license and the first recorded decisions, in the open.

  3. Nov 15, 2026

    First skeleton

    A task goes through specification and delivery, with a gate in between. No AI, for study.

  4. now

    Foundations and docs

    Closing the foundational decisions and documenting the process.

  5. next

    Measure for real

    Use it on real tasks, measure cost and quality, and only then say whether it works.

Be part of it

Contributing here means studying AI workflows in practice. What you learn serves your own way of working, and what you find helps prove what works.

Start with the docs