01 — All Experiments

9 EXPERIMENTS ACTIVE

FILTER:

Thrifty Router

An intelligent proxy for Google Cloud Vertex AI that routes prompts to the cheapest capable Gemini tier (lite, standard, pro) via semantic similarity, zero-shot classification, or opportunistic cascade with multi-factor verification — cutting API spend 61% at Pro-level judge scores, or 97% for a 2% quality drop, on a 300-prompt benchmark.

PYTHON · FASTAPI · VERTEX AI · GEMINI · LLM ROUTING · VECTOR SEARCH · CLOUD RUN · FIRESTORE

02 · Python + React · LIVE

Talking Tutor

A push-to-talk oral quiz over the Gemini Live API. A FastAPI relay on Cloud Run streams 16 kHz microphone audio up and 24 kHz speech back, scores spoken answers through tool calls, paces the conversation, and enforces hard spend caps. Spun off from Vision-First Study Buddy.

PYTHON · FASTAPI · GEMINI LIVE API · WEBSOCKET · VOICE · TOOL CALLING · CLOUD RUN · REACT · WEB AUDIO

03 · Go · LIVE

ADK 2.0 Enterprise Agent Platform

A distributed multi-agent reference implementation on Google's Agent Development Kit 2.0 in Go — an orchestrator drives five build phases while an inspector agent rejects bad work and forces repairs, streamed live to a Command Center UI and metered per visitor behind a Cloudflare edge.

GO · ADK 2.0 · MULTI-AGENT · GEMINI · SSE · CLOUD RUN · CLOUDFLARE · OPENTELEMETRY

04 · Python + SvelteKit · LIVE

Synthetic Student Generator

A FastAPI + SvelteKit application that generates calibration sets of realistic student work samples across proficiency levels, using Gemini 3.1 Pro structured output and persona engineering.

PYTHON · FASTAPI · GOOGLE GEN AI · GEMINI · SVELTEKIT · CLOUD RUN · FIREBASE

05 · JavaScript · LIVE

WebMCP Portfolio Tools

A pilot implementation of the emerging W3C WebMCP specification that exposes structured project data as discoverable tools through the document.modelContext API.

JAVASCRIPT · WEBMCP · W3C · WEB COMPONENTS · VITE

06 · Java + React · LIVE

"The Nut" Poker Tutor

An interactive poker game with multi-agent AI — one agent plays against you while another provides real-time coaching on pot odds, probabilities, and GTO strategy using Spring AI.

JAVA · SPRING AI · MULTI-AGENT · GEMINI 3.1 FLASH-LITE · SPRING SECURITY · REACT · DOCKER

07 · Python + React · LIVE

Vision-First Study Buddy

A "NotebookLM" style tool that consumes handwritten notes, whiteboard photos, PDFs, and epubs to generate study guides and quizzes using Vertex AI Gemini's native vision and massive context window.

PYTHON · FASTAPI · VERTEX AI · GEMINI 3.1 PRO · CLOUD RUN · FIREBASE · REACT · MUI

08 · Java + Astro · LIVE

Diagram-as-Code Architect

A Spring AI application that converts Java or Terraform source code into five diagram types — flowcharts, sequence diagrams, class diagrams, ER diagrams, and infrastructure maps — using Vertex AI Gemini.

JAVA · SPRING AI · MERMAID.JS · GEMINI · CLOUD RUN · ASTRO

09 · Java + Astro · AVAILABLE BY REQUEST

Classroom Clarity

A full-stack RAG application that ingests school PDFs, builds a vector index with pgvector, and answers curriculum questions with source citations powered by Gemini.

JAVA · SPRING AI · RAG · PGVECTOR · ASTRO · GEMINI · CLOUD RUN