AgentIndex icon
AgentIndex
ditto logo
ditto
★ 299
vs
vizra-adk logo
vizra-adk
★ 296

ditto vs vizra-adk

ditto: Ditto is a tool that analyzes your past AI agent coding sessions to automatically create a personalized working profile. This profile helps AI agents understand your specific work habits, design preferences, and writing style, making them act more like you.; vizra-adk: Vizra ADK is a comprehensive Laravel package for building autonomous AI agents that can reason, use tools, and maintain persistent memory. It allows developers to create intelligent, interactive agents that integrate seamlessly with their Laravel applications.

01

TL;DR

ditto logo
dittoMemory & Context · ★ 299

Customize AI agents to understand your definition of 'done,' preferred debugging methods, and UI design principles.

Read ditto full review →
vizra-adk logo
vizra-adkMemory & Context · ★ 296

Building intelligent customer support assistants

Read vizra-adk full review →
02

Side-by-Side Comparison

Field
ditto logoditto
vizra-adk logovizra-adk
Category
Memory & Context
Memory & Context
Stars
★ 299
★ 296
License
MIT
MIT
Install Command
npx skills add ohad6k/ditto@ditto
composer require vizra/vizra-adk
Updated
2w ago
2w ago
Open Source
Yes
Yes
Website
↗ Visit
↗ Visit
GitHub
↗ GitHub
↗ GitHub
Tags
AI Agents, Personalization, Context Management
AI Agents, Laravel, PHP
03

Features

ditto logoditto
01Mines real coding-agent session logs (e.g., Claude Code, Codex, Copilot CLI) to extract implicit user behaviors.
02Generates a private, local working profile (`you.md`) that AI agents read before every task.
03Distinguishes and loads separate layers for work, design, and writing profiles based on the task.
04Ensures privacy by processing logs locally with best-effort redaction of secrets.
05Renders a shareable 'profile card' summarizing key laws and traits.
vizra-adk logovizra-adk
01Multi-Model AI Support
02Extensible Tool System
03Persistent Memory
04Agent Workflows
05Laravel Native
04

Use Cases

ditto logoditto
↳Customize AI agents to understand your definition of 'done,' preferred debugging methods, and UI design principles.
↳Improve agent communication to match your actual working voice and avoid repetitive explanations.
↳Enhance agent rejections to align with what you typically reject on sight (e.g., 'fix the one thing,' not rewriting).
↳Develop a consistent persona for multi-agent systems without explicitly writing down all rules.
vizra-adk logovizra-adk
↳Building intelligent customer support assistants
↳Automating business processes with custom tools
↳Creating complex AI-driven workflows within Laravel applications
FAQ

FAQ

What is the difference between ditto and vizra-adk?
Both ditto and vizra-adk are in the Memory & Context category. ditto has 299 stars, while vizra-adk has 296 stars.
Which is better, ditto or vizra-adk?
The best choice depends on your use case. Choose ditto if Customize AI agents to understand your definition of 'done,' preferred debugging methods, and UI design principles., and vizra-adk if Building intelligent customer support assistants.
Is ditto free or open source?
Yes, ditto is open source on GitHub (MIT).
Is vizra-adk free or open source?
Yes, vizra-adk is open source on GitHub (MIT).
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Related

Alternatives to ditto →Alternatives to vizra-adk →ditto details →vizra-adk details →