/work/recompile
AmanShah
Brief
amanashishshah@gmail.com

© 2026 Aman Shah

Recruiter mode

Hack the 6ix & Me

Work/

Recompile

Recompile, at a glance

agents

desktop apps

Project overview

Developer-wellness companion that waits for the commit

Reads your vitals through the webcam and your work through git and calendar, fuses both into one cognitive-load score, then waits for a commit to interrupt.

Role

  • Full-stack engineer
  • agent core
  • sensing pipeline
  • load model
  • desktop app
  • design system

Date

July 2026

Field

Full-stack

Stack

TypeScript, Electron, React, MongoDB Atlas, Backboard, ElevenLabs

5-agent shared memory

commit to boundary in ~0.8s

every API key optional

Context

Built for Hack the 6ix 2026. One always-on Electron tray process is the brain; every window is a thin client with no independent state, so closing them all changes nothing.

Recompile, image 1
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Recompile

Recompile, image 1

Every break timer interrupts on a clock.

The hard part

When a stressed person should step away, and what would help, is a judgment problem rather than a rules problem, so an agent core makes the call.

Recompile, image 3

What it took

  • Gated every sensing path behind one ~37-line consent check, with rPPG kept on-device.
  • Scored load from four signals, dropping and renormalizing any term that goes stale.
  • Queued nudges instead of firing them, holding until a commit or merged PR lands.

Outcome

Won Most Innovative Use of Backboard.io at Hack the 6ix with a live loop: webcam vitals, a cognitive-load score, boundary-held nudges, push-to-talk voice, and a painted tree grown from your days.

Awards &Recognition

Hack the 6ix

Most Innovative Use of Backboard.io