Resources
Free tools, papers, and blueprints — for your desk
Pick a free shelf below — tools, papers, learning, and more. Invited partners use Friends of VML for gated apps.
01
Online Tools
Web-based tools you can open in a browser. New tools land here as John publishes them.
02
Apps and Workbooks
Downloadable apps and workbooks for your desk. New packs land here as John publishes them.
03
Research and Blueprints
White papers, research notes, and architecture blueprints. New pieces land here as John publishes them.
04
Fun and Games
Small games and playful tools. New ones land here as John publishes them.
05
Learning
Public courses from VML. New lessons land here as John publishes them.
06
wisdom-core
A free, open-source Python framework for AI agents. You write one sentence, the Core Axiom; the agent learns, merges and prunes its own principles in service of it. Works with any LLM.
pip install wisdom-core
Featured · free & open source
wisdom-core: you write one sentence, the agent works out the rest
You write one sentence saying what your agent is for: the Core Axiom. After every task, the agent turns what it learned into a short, plain-language principle in service of it, brings the relevant ones into its next decisions, and merges or removes the ones that don’t hold up. It works with any LLM.
pip install wisdom-core
How this works
Use what’s free. Hire the build when you need it.
Resources here stay free. If you want a private system on hardware you own — local, sovereign, yours end to end — that’s what Vickery Machine Logic builds.
Next step
Want something built for your desk?
Book a free introductory chat — or send a note — and we’ll talk about what you need.