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Edson AugustinEdson
  • Work
  • Résumé

Work

taskagent(model loop)MCP servertoolstranscriptresult
Builder · 2026–

Agent harness in Go

A small agent harness that streams model output, runs tool calls, cancels cleanly, and replays any failed run from its log.

  • Go
  • MCP
Hackathon Winner Project Software Developer · 2023

TRiBE Hub

Won 1st of 15 teams with a verified community platform for 12,000+ Notre Dame members. Secure sign-in so everyone on it is who they say they are.

  • React
  • Tailwind
  • Python
  • Auth
Hackathon Software Developer & Product Manager · 2024

Smart Drive Through

Your license plate is your order ticket. Plate recognition plus a Node-RED pipeline handled 50 orders an hour at 90% accuracy.

  • React
  • Express
  • Node-RED
  • LPR API
Software Developer & Product Manager · 2023

Pantry Pal

A meal planning app with a MySQL database and JSON APIs for 10,000+ ingredients and recipes.

  • React
  • MySQL
  • JSON APIs
Builder · 2026–

Evals and tracing for agents

An eval suite and OpenTelemetry traces for the harness, used to measure which harness components help which model.

  • Python
  • Inspect
  • OpenTelemetry
Builder · 2026–

Where the time goes in an agent turn

Serving an open 8B model with vLLM and measuring each agent turn with and without prefix caching, against a hosted API.

  • vLLM
  • Python
  • GPU
Builder · 2026–

Running agents with SLOs

The harness and its model deployed on Kubernetes with SLOs for time-to-first-token and task success, an alert, a load test, and a postmortem.

  • Kubernetes
  • Terraform
  • Go

Play

Builder · 2026–

Tell

A personal trading-signals app that watches prediction markets and stocks, then emails me what to buy, sell, or bet, how much, and why. I place every trade myself. Personal research, not financial advice.

  • Python
  • GitHub Actions
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