Work / Lab

EcoNode

Security-first FastAPI + Next.js scaffold for a crop-genomics screening idea, shelved the same day.

Status
archived
Role
Solo: directed Google’s Antigravity agent
Timeline
Feb 2026 – Feb 2026
  • Python 3.11
  • FastAPI
  • SQLAlchemy (async)
  • Redis
  • slowapi
  • argon2
  • Next.js 14
  • react-three-fiber
  • Docker Compose

TL;DR

  • A security-first scaffold for a crop-genomics screening idea, built by directing Google’s Antigravity agent.
  • The security layer came first; the model layer never got past a stub.
  • Shelved the same day.

What got built

  • Auth: JWT refresh-token rotation backed by Redis, argon2 password hashing and login rate limiting.
  • Transport: CSP, HSTS and X-Frame-Options headers.
  • Containers: Docker Compose with separate private and public networks and non-root containers.
  • Front end: Next.js with a react-three-fiber protein viewer.

Status

Archived the same day it started. The inference endpoint was still a mock that waited and returned a fixed score, and the container build never went green.

m.mittal
Home
Work
Research
Lab
About
Experience
Now
Résumé
Uses
Colophon
Contact
AccountWardin-build
Redlbuilt
The Councilresearch
BEMAresearch
EXIT LIQUIDITYin-build
NEXUSarchived
Warrant + Forgebuilt
Concordarchived
BlueCollarPalin-build
Chispenbuilt
Warrant Portalbuilt
JobAppin-build
Night/Dayexplored
BLACKSITE: NULLin-build
SlugBitesbuilt
Riptidebuilt
AeroBitesarchived
Internbuilt
CAD & 3D printingexplored
ForgeCouncilexplored
ADDE: adversarial due-diligence engineexplored
Model routing in practiceexplored
AI due-diligence market mapexplored
Quorumarchived
Colossus Wakeexplored
FitFindrbuilt
Project Omniexplored
Oblivionexplored
MeetWisebuilt
EyeOSexplored
LinkLeap AIexplored
Up-Toexplored
Offline speech-to-notes (Java)explored
AI-assisted game production pipelineexplored
COLLAPSEarchived
THE TRIALSarchived
EcoNodearchived
ESP32-S3 / LoRa benchexplored
CleanPlaybuilt
Rezonyrbuilt
Habit Tracker Telegram Botbuilt
Job Board Aggregatorin-build
Visual Hand Trackbuilt
CLI Task Trackerbuilt
All work44 entries
Can’t Hallucinate, Can Still Be Wrong: Calibration of a Typed-Decision Model Under Input Noisepaper
Disagreement as Signal: A Hybrid Multi-Agent and Council Architecture for Error Detection in LLM Systemspaper
Killing Good Ideasessay
Uncorrelated Failure Modesessay
ADDE: adversarial due-diligence engineexplored
AI due-diligence market mapexplored
AI-assisted game production pipelineexplored
Aura Chatexplored
Colossus Wakeexplored
EcoNodearchived
ESP32-S3 / LoRa benchexplored
EyeOSexplored
FitFindrbuilt
ForgeCouncilexplored
LinkLeap AIexplored
MeetWisebuilt
Model routing in practiceexplored
Offline speech-to-notes (Java)explored
Oblivionexplored
Print benchexplored
Project Omniexplored
Provably-fair outcome enginebuilt
Quorumarchived
Up-Toexplored
Copy hello@mitanshm.com
Switch theme
Play motion
RésuméPDF
Open GitHub ↗mit37
Open LinkedIn ↗
Toggle layout gridh
Toggle single-key shortcuts/ h