NeuroDynamicExperimentThe NeuroDynamic Lab
Things we’re building and testing in public, with the results shown honestly: what works, what doesn’t, and what we learned.
Lab projects aren’t products. They may change, break or stop. Nothing here is financial advice, and nothing here needs an account.
Running now.
Can an AI trading agent make money?
An agent watches real market data and manages a virtual portfolio. We publish what it gets right, and wrong.
Virtual moneyReal market dataEvidence in the open
See how it’s doing → DataThe Bitcoin halving timeline
Fewer new coins, a longer view: the supply changes, charted.
Explore → DataUK infrastructure job demand
What the UK tech job market looks like, from recorded adverts.
See the trends →Build along with us.
Projects we’ve finished and written up, so you can build your own. Each one starts with a guide.
Your own dictation server
Whisper on your own graphics card, set up for LexVoca. From one PC to a small team, with the speeds we measured.
See the project →Follow alongAn AI workspace at home
A model on your own computer with a familiar chat window.
Start the guide →Follow alongSee what your server is doing
A small monitoring setup that makes CPU, memory and disk easy to read.
Start the guide →Follow alongA backup you can get back
Make a backup, restore a file, and prove the result matches.
Start the guide →For agents and developers
Speech and AI APIs, paid per request.
Speech to text, narration, private voice cloning and language models. Your agent checks the price, pays per call, and gets the result. No subscription.
On the bench.
Work in progress. We’ll write these up when there’s something real to show.
The Dev Factory
AI agents that plan, code, test and review, with every claim checked against what really ran.
Keeping AI agents honest
Catching an agent that says it did something it didn’t.
Big models on everyday graphics cards
How far ordinary hardware goes with large local models.
A document management system
Files, shared editing and scanned paperwork on your own server.
A test lab you can reset
A safe place to try things, break them and start again in minutes.