Technology, Software, AI
Announcing TimeBite
Author
Erin Jerri - CYR Founder
Date Published
Reading Time
4 min read

Introducing TimeBite: Your Life, Visualized
TL;DR: TimeBite is the productivity dashboard I've been searching for—one that actually understands how neurodivergent brains work and doesn't require 47 different apps to answer "What did I accomplish today?"
The Problem: Death by a Thousand Apps
If you're like me—a neurodivergent woman juggling too many projects across paper planners, digital tools, and sheer willpower—you've probably felt this pain:
The Journey: Years of Almost-Solutions
TimeBite didn't appear overnight. It's the culmination of years of side projects, failed experiments, and "why doesn't this exist yet?" moments:
User Research (The Rabbit Hole)
I spent months interviewing people like me—neurodivergent women managing chaos across iOS, Apple Vision Pro, Linux, Windows, and Mac. Some swore by paper planners. Others had 17 productivity apps installed and used none of them consistently. The common thread? Everyone wanted a god's-eye view of their life without the integration hell.
The Apple Vision Pro Hackathon (Swift Lessons)
I collaborated on a timer app during a Vision Pro hackathon. It taught me two things:
Spatial computing has incredible potential for productivity visualization
Don't hand off critical code to junior devs mid-hackathon (love you, n00bs, but timing matters)
The FoodFinder Disaster (AI Ambitions)
I attempted to build an app using AutoGen and LangChain that would scan Yelp and DoorDash to find the cheapest Thai food and auto-order it. The vision: AI agents doing computer use for you.
The reality: Clunky frameworks, broken integrations, and me eating expensive Pad Thai while debugging API calls.
VisionClaw (So Close, Yet So Far)
VisionClaw came closest to my vision for Apple Vision Pro (especially looking ahead to when they inevitably ship AR glasses). But even they were missing critical pieces:
❌ No grocery list integration
❌ No spending insights without manual bank logins
❌ No "what did I accomplish today?" timeline
❌ No computer vision for handwritten planner pages
The Epiphany: Why Doesn't This Exist?
I wanted something that could:
✅ Capture everything - Handwritten planner pages via Meta AI glasses (or just my iPhone camera), voice notes, typed tasks, wherever my brain dumps information
✅ Sync with reality - Pull from HealthKit, Calendar, bank APIs, time trackers—the data I'm already creating
✅ Show me the full picture - A bird's-eye dashboard like Toggl + Rize + Sunsama + Monarch had a baby
✅ Work cross-platform - Because I'm not replacing my Linux machine, my Mac, or my Vision Pro
✅ Skip the Zapier nightmare - No 10-integration Rube Goldberg machines required
The answer to "why doesn't this exist?" was simple: Because I hadn't built it yet.
Introducing TimeBite
TimeBite is the productivity dashboard for people who think in multiple dimensions but live in a linear timeline.
What Makes TimeBite Different
Computer Vision Meets Handwriting
Snap a photo of your planner page. TimeBite reads it. Your handwritten tasks become queryable data. Meta AI glasses? iPhone? Both work.
Snap a photo of your planner page. TimeBite reads it. Your handwritten tasks become queryable data. Meta AI glasses? iPhone? Both work.
Speech-to-Data Pipeline
Brain dump via voice. TimeBite transcribes, categorizes, and syncs it with your existing workflow. No typing required.
Brain dump via voice. TimeBite transcribes, categorizes, and syncs it with your existing workflow. No typing required.
True Data Integration
HealthKit shows you slept 4 hours. Your calendar shows back-to-back meetings. Your bank shows you ordered coffee three times. TimeBite connects the dots: This is why you're exhausted.
HealthKit shows you slept 4 hours. Your calendar shows back-to-back meetings. Your bank shows you ordered coffee three times. TimeBite connects the dots: This is why you're exhausted.
The God View Dashboard
One screen. All your data. Time spent, money spent, tasks completed, health metrics, focus sessions. Finally, an answer to "What did I accomplish today?"
One screen. All your data. Time spent, money spent, tasks completed, health metrics, focus sessions. Finally, an answer to "What did I accomplish today?"
Actually Cross-Platform
Linux terminal warrior? Mac designer? Windows gamer? Vision Pro early adopter? TimeBite meets you where you are.
Linux terminal warrior? Mac designer? Windows gamer? Vision Pro early adopter? TimeBite meets you where you are.
Who This Is For
TimeBite is built for:
Neurodivergent folks managing ADHD, autism, or any brain that thinks in 12 tabs at once
Multi-platform users tired of "Mac-only" solutions
Paper + digital hybrids who refuse to choose between analog and digital
Data nerds who want insights without manual logging
Anyone drowning in productivity apps and still feeling unproductive
What's Next
TimeBite is in active development. I'm building in public and would love your input:
Follow along: [Insert social links/GitHub/waitlist]
Share your pain points: What productivity problem keeps you up at night?
Join the beta: Early access launching [timeframe]
The Real Why
I built TimeBite because I was tired of feeling like I accomplished nothing when I'd actually accomplished everything. The data was there—scattered across apps, handwritten notes, and forgotten voice memos—but no tool could show me the full picture.
If you've ever ended your day thinking "What did I even do today?" while simultaneously knowing you were productive as hell, TimeBite is for you.
Let's make productivity visible.