Important: This is a summary of an amazing video by one of the best creators I know. Video in the first comment.
If you've been struggling to setup a productive local environment I'll summarise, but you should watch the video.
1. Qwen3.6-27B with NO THINKING - 4bit - 16bit depending on your resources
2. Hermes agent: It's polished, minimal, and OSS, if you're on OC keep at it it's also great but IMO consumes more tokens == slower
3. Learn to work in a detached way: Instead of small, unclear prompts make something really specific and hand-off to a local agent:
- What is your end goal?
- What is the output format?
- How would you recommend a task be done?
- How would you deal with common issues?
Kick off a job and go do something IRL, the lower speeds paired with very clear prompts means you can check in every 2 hours on average for your next free task.
Treat it like a challenge, it'll teach you so much.
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If you're more technical, wire your devices with Tailscale & use protected Cloudflare Tunnels to serve your inference API to your network so you can work from ANYWHERE with your local models.
I love Droid, Pi, and Opencode but you can use local models in Claude Code, Codex, Cursor relatively easily.
Most of your day will involve computer-use which the models are great at. Need to reset a server? Do it for free, want to gather research? Do it for free.
Not every task requires a 10T param beast crunching on things, being able to quickly cycle between models is what's critical here, which is why I recommend the three harnesses I did
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What is productive?
- Organise all your files, folders, images, etc.. have each one tagged (Qwen is omni so no more date time titles)
- Create a content cache for yourself:
- recommendation algo for books & videos etc.
- content/papers/courses for studying
- Social media post ideas (write your own posts tho)
- Torrent manager, you don't need Netflix or Spotify lol
- Simple utility coding projects: landing pages, designs, games, scripts
- Market watchers: purchase stuff, check marketplaces, do shopping
- Budgeting, taxes, and subscription management
I could go on and on, obviously it's not going to make you a millionaire or whatever but it makes life more FUN.
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AI is a tool, one that's very good at accelerating you towards self fulfilment as long as you:
1. Understand what it is
2. Learn how to talk to it
3. Keep trying to improve you
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My videos tend to be stream of thought, I am starved of time and just want to make sure I keep up.
I would not be doing this if I couldn't just generate 3 thumbnails on t3chat, for example. That's why I spend so much time working on this.
I see myself being more of who I want to be every day and a lot of that is with the help of this technology, allowing me to more quickly and effectively interact with the world.
Being able to own this at home? True sovereignty.
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Thank you, Digital Spaceport. I wouldn't have gotten this deep into running my own infra without your videos.