README.md

metadata

title: LifeLog
emoji: 🔧
colorFrom: green
colorTo: gray
sdk: gradio
sdk_version: 5.29.0
app_file: app.py
pinned: false
license: apache-2.0
tags:
  - backyard-ai
  - thousand-token-wood
  - tiny-titan
  - off-brand
  - best-demo
short_description: A debugger for your life decisions

🔧 LifeLog — A Debugger for Your Life Decisions

$ git blame my-life-choices

Your life is code. Decisions are commits. Consequences are bugs or features. LifeLog is your debugger.

We make hundreds of decisions but never track them. We repeat the same mistakes, forget what worked, and can't see patterns in our own choices. There's no version control for life — until now.

What It Does

Log a decision — "I turned down a job offer to stay at my current company."

The AI asks follow-up questions: Why? What were you afraid of? What's the best case? It categorizes the decision (career, financial, health, relationship), predicts potential consequences, and generates a visual moment card — an illustrated watercolor snapshot of that crossroads in your life.

Weeks later, log the outcome. LifeLog connects it to the original decision. Over time, it spots patterns:

• "Your career decisions have 80% positive outcomes, but you avoid health decisions until they become emergencies."
• "You make impulsive financial decisions on weekends."

Features

• Three input modes: Type it, speak it, or upload a photo (resignation letter, medical report, apartment listing)
• AI follow-up conversation: 3 probing questions that help you think through your decision
• Smart categorization: AI-assigned categories, severity scores, and consequence predictions
• Moment cards: FLUX.2-generated watercolor illustrations for each decision
• Git Log timeline: Visual timeline styled like git log --oneline --graph
• Debug Dashboard: Category breakdowns, prediction accuracy, behavioral patterns
• Outcome tracking: Resolve decisions and compare predictions vs reality

Tech Stack (All Models ≤ 4B — Tiny Titan Eligible)

Role	Model	Params
Text reasoning	MiniCPM5-1B	1B
Vision (image reading)	MiniCPM-V 2.6	~1.3B
Voice transcription	Whisper Small	244M
Moment card art	FLUX.1 Schnell	4B

Total: ~6.5B parameters across 4 models.

The Debugger Metaphor

Life	Code
Making a decision	git commit
Decision timeline	git log
Categories	Git branches
Analyzing patterns	Debugging
Logging outcomes	Bug/feature resolution
Good outcomes	✨ Features shipped
Bad outcomes	🐛 Bugs found

Who It's For

"I built this for myself — a grad student making big life decisions about careers, cities, and relationships with no framework for learning from past choices."

Built With

Gradio · HuggingFace Spaces · Zero GPU · Python