Projects

A working log of systems that left the notebook. Production entries are hosted in the cloud; sandboxed entries run only locally.

With gratitude to Ed Donner for helping some many people transition into AI Engineering. You'll see we've used many of Ed's repos as starting points for our R&D projects. Highly recommend Ed's curriculum if you are looking to learn.

Coming Soon

• Let It Toast - Coming Soon Homebrewed

  A voice-enabled recipe capture and catalog app. Speak or type a dish; the AI enabled chat Assistant provides recipe options (privately uploaded or externally linked) and the Researcher searches the web for more recipes if needed. Users can invite friends and share recipes.

  Next.js · FastAPI · Neo4j · OpenAI Agents SDK · Clerk · Playwright MCP · SQLite · Tesseract

Production

• OPG Labs(live demo) - Deployed November 4, 2026 Homebrewed

  Public site on CloudFront plus Inbound and Outbound AI enabled mail agents.

  Eleventy · S3 · CloudFront · SES · Lambda · DynamoDB · SQS · Terraform

• Conversational Twin(live demo) - Deployed October 21, 2026 Ed Donner

  A conversational twin of self. Replies are augmented from unstructured source files. Session context is kept in cloud storage so the dialogue can continue across visits.

  Next.js · AWS Lambda · API Gateway · CDN · block storage · Terraform · GitHub Actions

• Cybersecurity Analyst(live demo) - Deployed September 24, 2026 Ed Donner

  A code analyzer that scans Python source code for security vulnerabilities and provides a summary, list of vulnerabilities, and fix recommendations.

  Static web · Backend APIs · Research Agent · Semgrep MCP · Terraform (AWS, Azure, GCP)

• Healthcare Assistant - Deployed September 8, 2026 Ed Donner

  A signed-in consultation assistant that turns visit notes into a summary, next steps, and a patient-friendly draft email. Research deployment, not a licensed clinical product.

  Next.js · FastAPI · Docker on Vercel / Lambda · Clerk · subscriptions

Sandbox

Local-only benches — no cloud hosting. Useful as course and lab references.

• Career Chat - Local September 12, 2026 Ed Donner

  A Gradio career conversation grounded in a personal PDF resume. The agent can record interest and unknown questions via tools and Pushover alerts.

  Gradio · OpenAI · PDF resume · tool calls · Pushover

• Trading Floor - Local February 8, 2026 Ed Donner

  A Trading Floor Dashboard provides a view into the trading activities of four agents. Each agent has a trading strategy (written prompt) and is equipped with tools to execute it.

  MCP tools · trading agents · research agents · scheduler · market and accounts services

• AutoGen Creator World - Local April 7, 2025 Ed Donner

  An AutoGen Core runtime where a Creator agent invents new worker agents from a template, then those workers generate business ideas — optionally bouncing ideas off each other.

  AutoGen Core · AutoGen AgentChat · gRPC runtime · OpenAI

• LangGraph Sidekick - Local April 5, 2025 Ed Donner

  A Gradio personal co-worker that loops a tool-using worker against an evaluator until success criteria are met or the user must clarify.

  LangGraph · Gradio · Playwright · LangChain tools · OpenAI · MemorySaver

• CrewAI Labs - Local April 3, 2025 Ed Donner

  Five CrewAI crews from the agentic engineering course — debate, equity research, stock picking, an engineering team, and a coding loop — each run with crewai run.

  CrewAI · UV · YAML agents and tasks · OpenAI · Anthropic