How I stopped re-explaining myself to AI over and over

Simplifying AI Workflows: How Windo Eliminates Repetitive Context Re-Explanation

In the evolving landscape of artificial intelligence, professionals often juggle multiple language models, each tailored for specific tasks. Whether brainstorming ideas, generating images, writing content, conducting research, or prototyping designs, switching between these tools is common. However, a persistent challenge has been maintaining consistent context across different AI models, often leading to the tedious necessity of re-explaining the same information repeatedly.

The Multi-Model Workflow Dilemma

Many AI users utilize a variety of tools in their daily routines:

• ChatGPT & Grok: for brainstorming and general “how-to” questions
• Gemini: for image creation and editing
• Claude: for crafting written content
• Manus: for in-depth research tasks
• Figma Make: for designing prototypes

While these tools are powerful individually, seamlessly transferring context between them remains a significant hurdle. Traditional solutions—like maintaining a separate document with your context or asking one model to generate a shared memory—offer some relief but are far from optimal. These methods are often cumbersome, prone to error, and fail to provide a truly fluid experience.

Introducing Windo: Your Portable AI Memory

To address this pain point, I developed Windo — a desktop application designed to provide a unified, portable AI memory system. Windo acts as a persistent, background helper that retains your context, making it accessible across all your AI tools effortlessly.

How Does Windo Work?

• Seamless Model Switching: Suppose you’re engaged in a conversation with ChatGPT but want to continue it in Claude. With Windo, you simply trigger a shortcut—Windo captures the conversation details behind the scenes. Then, you open Claude, paste the context, and pick up right where you left off, without re-explaining everything.

• Reusable Context Storage: Organize your projects and related files into dedicated “spaces.” These spaces serve as reusable contexts that can be plugged into any AI tool, similar to ChatGPT’s Projects feature but with broader compatibility.

• Integrate Your Sources: Windo can connect with external work tools such as Notion, Google Drive, or Linear, enabling it to pull in relevant documents and data. This interconnectedness ensures your AI models are always working with up-to-date, comprehensive context, regardless of the platform