The App Stack

In Development

AI democratized development. We're democratizing delivery. Ship, monitor, and run your app as a business — we handle the infrastructure so you can focus on the product. Two tracks: bring your own app and connect data sources, or fork our template and we handle the rest.

Monitor

SnappShot

Unified monitoring dashboard. RevenueCat revenue, Meta Ads spend, OneSignal notifications, Twilio messaging, and Google Analytics — all in one pane. Stop juggling six browser tabs.

PHP RevenueCat Meta Ads OneSignal
Deploy

LittlePipes

CI/CD for mobile apps. Builds both platforms from a single push, ships to TestFlight and Play Store, generates preview links. No Xcode headaches, no Gradle nightmares.

GitHub Actions Fastlane TestFlight Play Store
App Template

App Template

White-label React Native starter with authentication, subscriptions (RevenueCat), push notifications (OneSignal), and an engagement framework pre-wired. Fork it, customize it, ship it.

React Native 0.83 RevenueCat OneSignal NativeWind
API Template

API Template

White-label Express backend with user management, feature flags, and app configuration endpoints. Pairs with the mobile template for a complete stack out of the box.

Node.js Express AWS

SaveYour

Active

A consumer mobile app with a companion web experience and dedicated API backend. Built across three repos with a shared architecture.

Mobile App

React Native bare workflow for maximum native flexibility and performance.

React Native Bare Workflow

Web App

Next.js 16 web companion deployed on AWS for the browser experience.

Next.js 16 AWS

API Backend

Express API powering both mobile and web clients, deployed on AWS.

Node.js Express AWS

LittleTalks

Where It Started

Family entertainment app — create and send yourself a text from a celebrity or fictional character. The project that started it all and where every pattern, tool, and lesson we've built since was born.

Mobile App

React Native app with authentication, subscriptions, push notifications, and the engagement system that became the template for everything else.

React Native RevenueCat OneSignal

API Backend

Node.js/Express API powering the mobile app. The battle-tested foundation that proved out the architecture now used across all Kobumura projects.

Node.js Express AWS

Control Dashboard

PHP admin dashboard for managing characters, messages, user accounts, and subscription data.

PHP MySQL

CiteWise

Active

CiteWise turns fragmented source material into governed, citation-backed knowledge. What started as a Google Spreadsheet of 1,200 soldiers who crossed the Delaware River on Christmas night, 1776, evolved into a domain-agnostic research collaboration platform. A fully generic entity-attribute-value core models any field — soldiers and battles, artifacts, documents, or genealogy — with no code changes, pairing AI-assisted extraction with human-in-the-loop review. Live at Washington Crossing Historic Park for the DAR and Park Foundation, with a public kiosk for visitor ancestor search.

Research Platform

Flexible Entity-Attribute-Value architecture for modeling people, units, engagements, and sources. Facts carry their own citations, page numbers, temporal validity, and audit history — preserving not just what is known, but why it is believed. Built on PHP 8.3 (PSR-4) and MySQL full-text search, with PHPUnit and Playwright suites and CI/CD that replays migrations on every deploy.

PHP 8.3 MySQL EAV Schema

AI-Assisted Curation

OCR and AI-assisted extraction pipeline for historical documents. Candidate facts are compared against existing records, flagged for discrepancies, and routed to human curators for review before anything enters the approved knowledge base.

OCR AI Extraction Human Review

Collaboration Tools

Researcher workflows for notes, @mentions, watch lists, role-based edits, change approvals, and merge review, plus data-quality scoring and interactive chain-of-command and geographic-origin visualizations. Multi-tenant from the ground up: organizations to projects to entities.

Approvals Audit Trail RBAC

SeeDingRun

Coming Soon

A smart-collar fitness platform for dogs — long-term health and activity tracking that actually remembers. Fi (TryFi) collars collect a rich daily stream of steps, sleep, rest, and neighborhood pack rankings, but the Fi app only ever surfaces the last 30 days. SeeDingRun ingests that data and stores it permanently, giving owners year-over-year trends, a complete activity record, and the one thing no one else explains: the story behind their dog's pack ranking. Built provider-agnostic and multi-pet, multi-household from the ground up, as part of the Kobumura App Stack.

Full History, Kept

Fi shows the last 30 days and throws the rest away. SeeDingRun captures the daily stream of steps, sleep, and activity and stores it permanently — turning a rolling month into a full year-plus of trends you can actually look back on.

TryFi API MariaDB

Rankings Decoded

Fi reports a dog's neighborhood pack ranking as a bare number — no history, no formula, no explanation. SeeDingRun tracks standings over time and decodes the story behind them, so owners finally understand their dog's competitive position.

PHP AWS

Provider-Agnostic Platform

Built on Fi today, with other collars next — multi-pet and multi-household from the ground up. Part of the Kobumura App Stack, sharing the same infrastructure, pipelines, and monitoring as every other product.

React Native RevenueCat