
The modern platform for creating, sharing, and collaborating on AI prompts. Advanced version control and real-time testing.

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The self-hosted AI agent that does the work — your keys, your server.

Website, pricing, platforms and company facts side by side.
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| Website | diffyn.com | autafy.ca |
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| Company | — | Startup from Canada · 2026 |
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In their own words, as submitted to SaaSHub.


No description of Diffyn yet.
AIDA is a private AI agent you host yourself. Install it with one Docker command on your own machine or VPS, and it runs entirely under your control — your documents, client data, and conversations never leave your server. The only external call is to the LLM provider you choose (or none at all,...
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The Ultimate Prompt Tool for Creators – Visualize & Organize with Diffyn
Meet AIDA — Your Personal AI Agent
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As answered by people managing Diffyn and Autafy.ca.
Diffyn's answer
Addresses workflow and change management on LLM prompts, provide teams with traceability and visualization of tests across multiple models, provide deeper understading into efficiency of these prompts.
Autafy.ca's answer:
AIDA runs entirely on your own server — your email, files, and data never touch a server we control. It's an agent that does the work (inbox triage, morning briefings, answers from your own documents), not just a chatbot. And it's a one-time purchase you own for life, not a subscription. You bring your own AI key, or run models fully local with Ollama for zero cost and total privacy.
Diffyn's answer
Diffyn is the platform that specializes on both change management and multi-model analysis.
Autafy.ca's answer:
Most AI assistants run on someone else's cloud and bill you every month. AIDA is self-hosted — your data stays yours by architecture, not by policy — and you pay once and own it for life. It works with any LLM (including fully local ones), installs with a single Docker command, and does real work across your email, calendar, files, and the tools you already use.
Diffyn's answer
React, Next.js, POSTGRESQL
Autafy.ca's answer:
FastAPI backend, packaged as a multi-arch Docker image (runs on amd64 and arm64). Retrieval-augmented generation for the knowledge base, MCP servers for integrations, and support for any LLM provider — OpenRouter, OpenAI, Anthropic, Google, or local via Ollama and LM Studio.
Diffyn's answer
Professionals incorporating LLMs or AI tools in their workflow and wants to keep track of changes and test their prompts.
Autafy.ca's answer:
Working professionals worldwide — freelancers, consultants, solo entrepreneurs, and small teams who want a capable AI assistant that acts on their behalf without sending their data to a cloud provider. Anyone with more to do than hours in the day.
Diffyn's answer
I started working on Diffyn when I notice that prompting has become an essential part of work across many industries. While there are version control platofrms like github, they are not designed for just prompt management are can be overkill such applications, it is also not integrated natively with various LLMs and relevant tools for users to validate ideas and visualise results properly.
Autafy.ca's answer:
I run a small automation agency and kept hitting the same wall: the tools were scattered, and the people I built automations for couldn't see or use what they had. So I built AIDA — one place where all your tools live together, that a normal person can actually use, running on their own server so their data stays private.
Share your experience with using Diffyn and Autafy.ca. For example, how are they different and which one is better?