This includes
CustomGPTs, PubMed tools, and clinical evidence systems
Smaller systems used to test ideas, speed things up, and explore what actually works in healthcare and education.
Systems
Systems
This is where things move faster. Smaller builds. Experiments. AI tools.
Some are early. Some become something bigger.
EBPcharlie
ClinicalBERT, PICO, trust scoring, and evidence podcasts
EBPcharlie sits here as a system layer: clinical search, real-time PICO extraction, trust assessment, research synthesis, and audio output from the same evidence workflow.
View EBPcharlieNagomi
Research verification layer for PubMed work
Nagomi is the command-line layer for searching, synthesizing, checking references, auditing papers, and exporting evidence without hiding the trail.
View NagomiBuilder layer
Dashboards and case generators
Used to make workflows clearer and turn rough ideas into something more useful.
Rapid apps
Smaller applications
Base44 and Lovable builds help test, show, and sharpen what deserves to go further.
Practice Shift
Editorial automation for a weekly evidence microcast
Practice Shift belongs here as a production system: research candidate ingestion, evidence scoring, script writing, voice production, and episode publishing shaped into one workflow.
View Practice ShiftCRISP Live
Replayable multi-agent clinical reasoning demo
CRISP Live shows how agents can challenge, respond, publish artifacts, and move through a visible safety and QA loop instead of hiding the process.
View CRISP LivePhysioQuest Live
Realtime physiotherapy classroom game
A fun and creative learning system with host screen, phone controller mode, curriculum decks, room play, and live scoring.
View PhysioQuest LiveDJ Avivly
Creative Base44 app with a bring-your-own Gemini key flow
A fun browser experiment for music and creative prompting. It sits here because it shows another side of the same builder pattern: fast prototype, clear interface, practical constraints.
Open DJ appText layout layer
Pretext-inspired interfaces for dense clinical text
Clinical tools live or die by how clearly text fits: evidence summaries, reasoning notes, labels, and patient guidance need stable layouts instead of guessed heights and awkward overflow.
View PretextCurrent pattern
Experiments that move fast
Some stay. Some evolve. Some get replaced. That is part of the process.
What it is for
Practical exploration
This layer exists to test ideas, speed things up, and keep the work practical.
End note
Not everything is meant to last
But most of it leads to something better.