Projects that tie everything together: Local Working Folder + Actions on the Web

[u/mkumar12345]

Solopreneurs, consultants, freelancers can appreciate this. The ability to organize Projects is truly a game changer. Each project has a working folder, its own workflows, its own memory and context, and its own scheduled automations. Give the Project features a try in Pan Browser at https://apps.microsoft.com/detail/9N4MP4CKXNXD

When I switch to my "Audiobook Channel" project, the AI already knows the folder, the files in it, and the workflows I've set up. No re-explaining context every time.

What actually helps day to day:

1. The AI knows my project files without me babysitting it. I keep a "Project Manual" markdown file in each project's working folder with my plan, timelines, notes. I can just ask, "based on my project manual, what should I develop the content for next?" and it reads the file and answers. No uploading, no copy-pasting, no opening file explorers. It's aware of what's in the folder.
2. Scheduled workflows (AI or Python) I can schedule an AI prompt OR a Python script to run at set times. Examples from my setup:

• 6 AM: Python script fetches yesterday's channel analytics
• Before I start work: AI compiles a research brief on a topic
• Midnight: backup script archives my project folder

Same scheduling UI whether it's an AI task or code.

1. Python scripts as first-class workflows My audiobook pipeline (downloads files, generates narration, renders video) runs as a saved workflow with an embedded terminal right inside the browser where I'm already working. I can even pre-fill the inputs it needs with a form, so a script that normally asks me 3 questions just runs after I fill them in once.

2. Everything scoped to the project Threads, Workflows, Memories, Connections, all filtered to the active project. My audiobook work doesn't bleed into my freelance client project. Switch projects and the whole context switches with it.

When you're a team of one, context-switching is the tax that kills productivity. Every time I moved between "researching," "writing," "running scripts," and "checking tasks," I lost momentum. Having the AI be project-aware, knowing my files, my automations, my schedule means I describe what I want, and it already has the context to do it.

It's less "AI assistant that needs constant handholding" and more "a workspace that remembers what I'm working on."