AgentIndex icon
AgentIndex
piyaz logo
piyaz
★ 196
vs
ditto logo
ditto
★ 298

piyaz vs ditto

piyaz: Piyaz is an agentic workspace where people and AI agents collaborate on projects, offering project management, agent coordination, and a shared context network. It solves the problem of agents lacking memory by creating tasks, planning implementations, and tracking progress, ensuring agents always have the right context for their work.; 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.

01

TL;DR

piyaz logo
piyazMulti-Agent · ★ 196

Kickstarting new projects by brainstorming ideas and decomposing them into a structured task graph.

Read piyaz full review →
ditto logo
dittoMemory & Context · ★ 298

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

Read ditto full review →
02

Side-by-Side Comparison

Field
piyaz logopiyaz
ditto logoditto
Category
Multi-Agent
Memory & Context
Stars
★ 196
★ 298
License
AGPL-3.0
MIT
Install Command
git clone [email protected]:FrkAk/piyaz.git && cd piyaz && bun install --production && cp .env.local.example .env.local && bun run db:setup && bun run build && bun run start
npx skills add ohad6k/ditto@ditto
Updated
1w ago
1w ago
Open Source
Yes
Yes
Website
↗ Visit
↗ Visit
GitHub
↗ GitHub
↗ GitHub
Tags
AI Agents, Project Management, Context Management
AI Agents, Personalization, Context Management
03

Features

piyaz logopiyaz
01Living context network that maps project knowledge, decisions, and code relationships.
02Specialized context retrieval interface with four distinct shapes for different agent tasks (summary, working, planning, agent).
03Manages the full project lifecycle: Brainstorm > Decompose > Refine > Plan > Execute > Track.
04End-to-end task orchestration (Composer) that dispatches subagents for research, planning, implementation, and review.
05Interactive web UI with Structure and Graph modes for task management and visualizing the context network.
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.
04

Use Cases

piyaz logopiyaz
↳Kickstarting new projects by brainstorming ideas and decomposing them into a structured task graph.
↳Onboarding existing codebases by reverse-engineering a task graph from code and Git history.
↳Seamlessly continuing ongoing projects with agents picking up tasks with appropriate context.
↳Driving specific tasks from research to pull request and merge using the Composer (Claude Code only).
↳Refining project scope and task details mid-flow or performing strategic reviews of the task graph.
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.
FAQ

FAQ

What is the difference between piyaz and ditto?
Both piyaz and ditto are in the Multi-Agent category. piyaz has 196 stars, while ditto has 298 stars.
Which is better, piyaz or ditto?
The best choice depends on your use case. Choose piyaz if Kickstarting new projects by brainstorming ideas and decomposing them into a structured task graph., and ditto if Customize AI agents to understand your definition of 'done,' preferred debugging methods, and UI design principles..
Is piyaz free or open source?
Yes, piyaz is open source on GitHub (AGPL-3.0).
Is ditto free or open source?
Yes, ditto is open source on GitHub (MIT).
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