Big Idea

The argument in one line.

The real value of a custom personal OS isn't the dashboard interface but the portable memory layer stored in Supabase that trains AI on your patterns and can be plugged into any LLM to deliver personalized advice.

Who This Is For

Read if. Skip if.

READ IF YOU ARE…

You're a founder or agency owner with existing revenue who manually tracks deals, contacts, and tasks across multiple apps and wants a unified memory system.
A technical founder or engineer comfortable with APIs, databases, and no-code tools who wants to build rather than buy their productivity stack.
You're someone who captures ideas constantly via voice or text but loses them in fragmented tools and need automatic prioritization without manual logging.

SKIP IF…

You're not comfortable with technical setup: this requires Supabase, Claude API, Telegram bot configuration, and basic backend knowledge — no pre-built product exists here.
You're looking for a step-by-step tutorial to replicate this exact system — the video is a walkthrough of one person's build, not a generalizable blueprint with code you can copy.

TL;DR

The full version, fast.

A custom personal operating system built around a portable memory layer beats any off-the-shelf SaaS dashboard because the data, not the interface, is the real asset. The build stacks a Supabase backend as the brain, a Claude-coded front end as the interface, and a Telegram bot wired to Whisper transcription so voice notes anywhere auto-classify into tasks, CRM entries, journal logs, or nutrition records without manual entry. Daily habits, starred priorities, live net worth pulled from a Google Sheet, Google Calendar, and goal tracking all surface on one screen. The actionable move is to design the schema first, treat the dashboard as disposable, and start using the system immediately so bugs and missing features reveal themselves through real daily use.

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Chapters

Where the time goes.

00:00 – 01:58

01 · Cold open, the 1.2M miss

Pain story: disorganization cost him a missed Anthropic investment round. Introduces OS concept and credentials.

01:58 – 03:52

02 · What it does

Voice note to Telegram to Whisper to Claude categorizes to Supabase to dashboard. Finance pulse via Google Sheets API.

03:52 – 07:10

03 · How he built it, 8 steps

Design mockups in Claude design, export to Claude Code, Supabase memory, Anthropic API key, write schema, Telegram bot via Botfather, security, then components iteratively.

07:10 – 10:35

04 · Dashboard walkthrough

Finance pulse, key tasks (3-5 starred each morning), daily habits with sub-tasks, creative/community/finance/wind-down routines, evening journal via mic.

10:35 – 12:25

05 · The memory layer argument

Dashboard is replaceable; Supabase memory layer is the real asset. Transportable into any LLM. Daily journaling trains the AI on your patterns.

12:25 – 14:06

06 · CRM and Brain sections

CRM: star tasks, drag to archive, Kanban view. Brain: category cards with AI-generated summaries and risk flags.

14:06 – 16:15

07 · Daily use demo

Three-monitor setup. Dashboard left, work center, Claude and GPT right. Voice to Telegram auto-populates CRM. Desktop Whisper and mobile PWA.

16:15 – 18:08

08 · Outro and CTA

Free prompt PDF in newsletter (aiedgehq.co). Subscribe for follow-up on finance section.

Atomic Insights

Lines worth screenshotting.

The real asset in a personal OS is the portable memory layer stored in Supabase — the dashboard is just a front end that can be swapped out at any time.
Voice-noting tasks into Telegram and having AI auto-categorize and prioritize them solves the core failure mode of manual task management systems.
Missing an Anthropic investment round due to poor task tracking cost $1.2 million in opportunity — the concrete business case for a personal OS.
A custom Supabase schema built around your specific life categories produces more useful AI outputs than any generic productivity SaaS.
Designing the full mock in Claude design before a single line of code is written prevents expensive architectural pivots mid-build.
Google Sheets connected via API to a personal dashboard produces live net worth data without paying for a dedicated finance aggregation tool.
Vercel functions connected to Telegram webhooks handle voice note transcription and routing without a dedicated backend server.
OpenAI Whisper transcribes Telegram voice notes, Claude classifies the content, and Supabase stores it — three free-tier services composing a complete capture system.
We are moving from the SaaS era into an era of purpose-built tools: an exact dashboard that matches your specific pain points, not a product built for everyone.
The habit tracking module works because it auto-records completion rather than relying on manual check-ins that people consistently skip.
Building on Claude instead of ChatGPT was a timing accident — the creator acknowledged starting before GPT-4.5 released and would now build on either.
A self-hosted personal OS becomes more useful over time as the memory system accumulates context about your goals, decisions, and recurring tasks.

Takeaway

Build a Personal OS That Runs on Your Own Data

Personal operating system

Miles Deutscher replaced scattered SaaS subscriptions with a Claude Code and Supabase personal operating system that captures voice notes, tracks finances, manages contacts, and learns his patterns over time.

01Cold open, the 1.2M miss

A missed Anthropic investment round due to disorganization is the pain story that justifies the build — real cost, real motivation
The OS concept is introduced as the solution to a documented problem, not a theoretical improvement

02What it does

Voice note to Telegram to Whisper to Claude to Supabase to dashboard — each step removes friction from the previous one
Finance pulse via Google Sheets API means net worth is live without manual entry

03How he built it, 8 steps

Design mockup first, then export to Claude Code — starting with visual design prevents scope creep in the build phase
Supabase memory, API key, schema, Telegram bot, security, then iterative component building — eight steps in sequence, each unblocking the next

04Dashboard walkthrough

Finance pulse, three to five starred key tasks, daily habits with sub-tasks, and evening journal via mic — the full daily loop in one view
Routines organized by type — creative, community, finance, wind-down — make the dashboard a complete day-design tool

05The memory layer argument

The dashboard is replaceable; the Supabase memory layer is the real asset — transportable into any LLM
Daily journaling trains the AI on your patterns — the value accumulates the longer you use it

06CRM and Brain sections

CRM handles contacts with star-to-archive workflow and Kanban view — voice-to-Telegram auto-populates it
Brain section stores category cards with AI-generated summaries and risk flags — the system surfaces what matters rather than requiring manual review

07Daily use demo

Three-monitor setup with dashboard left, work center, and AI tools right — the physical environment matches the system architecture
Desktop Whisper and mobile PWA mean the capture layer works everywhere, not just at the desk

Glossary

Terms worth knowing.

Personal operating system: A custom-built dashboard that centralizes tasks, finances, calendar, habits, and notes for one person, replacing several off-the-shelf SaaS tools with a single owned interface.
Memory layer: A persistent database of personal context — preferences, history, notes, journal entries — that any AI model can read so its responses stay consistent across tools and sessions.
Claude Code: Anthropic's command-line coding agent that reads and writes files in a local repository, used here to scaffold and iterate on the dashboard app.
Supabase: An open-source backend platform built on Postgres that provides a hosted database, authentication, and APIs, used here as the storage layer for the personal OS.
Telegram bot: An automated account on the Telegram messaging app that can receive messages and forward them to a server, used here as the mobile capture endpoint for voice notes.
BotFather: Telegram's official bot for registering new bots and issuing the API tokens needed to send and receive messages through them.
Whisper: OpenAI's speech-to-text model that converts spoken audio into written text, used here to transcribe Telegram voice notes before an AI classifies them.
Webhook: A URL that an external service calls whenever an event happens, letting one app push data to another in real time instead of being polled.
Vercel function: A small piece of server-side code hosted on Vercel that runs on demand when called by a URL, used here as the endpoint that receives Telegram messages.
Schema: The defined structure of a database — its tables, columns, and relationships — that decides what kinds of data the system can store and how they connect.
Claude Design: A visual mockup workflow inside Anthropic's Claude product used to draft an interface before any code is written.
Codex: OpenAI's coding agent, a competitor to Claude Code that performs similar repository-level edits and command execution.
API key: A private string that authenticates a program when it calls a paid service, tying usage and billing to a specific account.
Firebase: Google's backend-as-a-service platform offering databases, auth, and hosting, often considered alongside Supabase when picking a memory store.
Supermemory: A third-party service that stores long-term memory for AI applications, presented as an alternative to building a custom database.
Sovereign configuration: A setup the operator fully owns and controls, with data and infrastructure portable across providers rather than locked inside a single vendor.
Front end: The visible part of an app — the screens and controls a user interacts with — distinct from the back end where data is stored and processed.
Back end: The server-side layer of an app where data lives and business logic runs, hidden from the user but accessed by the front end.
CRM: Customer relationship management — software for tracking contacts, deals, and follow-ups; used here loosely to mean the task and pipeline view of the dashboard.
Kanban view: A layout that shows tasks as cards arranged in columns by status, letting the user drag items between stages to track progress visually.

Resources

Things they pointed at.

03:32toolClaude Code ↗

03:32toolClaude design ↗

04:50toolSupabase ↗

05:35toolTelegram / Botfather ↗

05:36toolVercel ↗

05:36toolOpenAI Whisper

06:20toolGoogle Calendar

03:22toolGoogle Sheets

04:08linkAI Edge newsletter ↗

12:20productAuraRing

12:20productWhoop

12:20productCal AI

Quotables

Lines you could clip.

00:36

“I lost over $1,200,000 in opportunity cost because I just wasn't organized.”

Specific dollar amount, named company, visceral consequence. Ideal cold open.→ TikTok hook↗ Tweet quote

10:54

“The real source here is the back end memory system, and then you can just apply this to any front end you want in the future.”

The thesis in one sentence. Works as a standalone insight clip.→ IG reel cold open↗ Tweet quote

10:20

“The AI can basically act as a psychologist or a mentor and coach you through solving some of these patterns.”

Emotionally resonant claim about AI journaling. No setup needed.→ newsletter pull-quote↗ Tweet quote

01:07

“I truly believe we're moving away from the SaaS era into an era of purpose built tools.”

Bold macro claim. Good for b-roll narration or short-form.→ TikTok hook↗ Tweet quote

The Script

Word for word.

Read-along

Don't just watch it. Burn it in.

See every word as it's spoken — crank it to 2× and still catch all of it. The same dual-channel trick behind Amazon's Kindle + Audible.

metaphoranalogystory

00:00I spent two weeks building a custom personal operating system which runs my life. It manages all my tasks, finances, calendar, and automatically prioritizes my day based on the things that matter.

00:12It allows me to send voice notes from anywhere and have AI automatically populate my to do list instead of what I used to do, which was going into Notion and having to manually log everything. And for me, that system just didn't work.

00:23Needing to constantly remember to go into Notion and write something meant that things weren't getting logged, things so were getting missed. I had deals falling through, for example, an opportunity to invest in Anthropic, the creators of Claude, in May 2025, which ended up costing me over $1,200,000 in opportunity cost because I just wasn't organized.

00:41So I knew I needed to do something once and for all. So over the past couple of weeks, I really spent the time to create the best operating system I could. And I've got to say this has been by far the biggest upgrade that I have ever made to my life using AI.

00:55It has a custom cloud memory system, so it remembers everything about me. That memory system can be transported into any LLM, and I can constantly update the front end based on my interests and priorities, whilst the back end stores all the data.

01:09I truly believe we're moving away from the SaaS era, the era where you pay a subscription to use a tool which is built for everyone and into an era of purpose built tools, an exact dashboard that matches your specific pain points. And today, I'm gonna show you how I built mine and how you can build your very own. So if you don't know who I am, my name is Miles Deutcher, the founder of AI Edge.

01:29I've scaled my AI agency to over $20,000,000 in revenue. I've sold over 5 and a half million dollars of digital products, and I created this channel to help you achieve your goals with AI just as I've been able to achieve some of mine with this incredible new technology. So if you enjoy content like this, make sure you click that subscribe button so you don't miss a single video.

01:47Now before I show you how I built the OS from scratch, let me quickly show you some of the things that it can do. And then at the end of the video, I'll give you a full walkthrough as to how I've laid out my dashboard. Alright.

01:58So firstly, and this is probably the coolest part about it, and it solved the biggest pain points that other task management systems like Notion couldn't solve, I can voice note from anywhere. So I have a telegram chat where I can send it a voice note when a new task comes up. So let's say in my head, I remember, oh, I have a new proposal to send a client.

02:15I could simply just open up Telegram, which I've conveniently made the action button on my phone. So I can just click a button, it opens up Telegram, and I just voice note exactly what I want to log into the CRM system. Then I've configured a back end memory system where that is sent to the cloud through Whisper.

02:30It connects to my memory database on Superbase. The AI automatically categorizes it in terms of priority, and it populates it on the dashboard.

02:38So the dashboard is the front end reflecting the memory system in the back end. So whenever I have an idea, a thought, something I need to do, I simply paste it or voice prompt into Telegram, and it automatically updates and prioritizes my task management system. If you don't have a system like this, you're literally reliant on opening up the Notion app or opening up your Apple Notes or wherever you store tasks, writing it in manually, and then you have to click and drag and manually reorder things when you wanna sort by priority.

03:05That wasn't working for me because then my to do list just ended up being a 200 long list that I would never get to because new things would go to the top and then I'd forget other things. This way, things are always organized automatically by the AI. The next thing that was a real pain point for me was finances because I used to have my finances all over the place.

03:22I had bank accounts. I had exchanges. I had other documents all over the place.

03:26So what I did is I created a Google Sheet with an API to pull in the data live that reflects on the dashboard. So on the dashboard, I can see at any moment in time what my exact net worth is.

03:37Now, of course, the data I'm showing you in today's video has been slightly changed, so you don't see the real numbers, but it's exactly how my real dashboard looks. So I'm gonna walk you through the whole thing. But firstly, let's go through step by step how I actually built it, because this is the real source.

03:51Alright. So the first thing that I did is mock the entire design in Claude design. So before I committed to the full build on Claude code, I wanted to see exactly how it would look.

03:59I honestly spent way too long on this going through all the mocks for all the different sections, but I think it came out super cool. And my plan is to make it better over time. So once I was happy with the design, I exported it into Claude code.

04:11This is how you actually take it from a design into a functional website. And I got Claude code to mock the entire architecture, which will be available for you to claim for free below. If you click the link in the description, become a member of the AIH newsletter.

04:24You'll get access to our Instagram community, where in the pin drive, you'll be able to find the full architecture, and then you can take that PDF, put it into Claude code yourself, and it will run you through the exact steps because it took me days to figure out the exact architecture of this and many, many mistakes. So, hopefully, it's able to save you time when you build your own.

04:40So the next step for me was to pick a memory system. I decided to go with Superbase. You also have Firebase and other solutions, Supermemory as well, but Superbase was the most sovereign configuration.

04:49Lots of big applications use it. It's basically the brain behind everything. So all the data gets stored and logged on super base, and then the interface is how you interact with that memory.

04:58Then I needed to go to Anthropic, get an API key because I built this on Chord. I actually think you could build this on Codex. The only reason I built it on Chord is because I started this build before five point five was released.

05:09But if you're building today, you can do this exact same thing on ChatGPT. And to be honest, I think it would do a better job, and you can still import the Chord design. The next thing I did is I wrote the schema, so exactly what I wanted in there, content products, business ops, business finance, etcetera.

05:23This is gonna be completely custom to you, but my build is what I wanted. Then I wanted a way to log my tasks via voice prompting when I wasn't on my computer. So I decided to connect Telegram, which was really easy because I just set up a Telegram bot through Botfather.

05:36I pointed its webhook at the Versal function through Claude code, and now, basically, all my voice notes get transcribed by OpenAI Whisper. So Claude can read the text and classify it into the corresponding category and log it on Superbase, which is absolutely amazing. Then I worked on some security stuff to make sure it was password protected before I moved on to the actual components.

05:54So first, I did the calendar. I basically connected Google Calendar so it refreshes live. Then I built the habit tracking.

06:00This was pretty simple. Whenever you check all of the boxes under a drop down, it ticks off a task for the day. Then added the journaling function, then added the CRM, which was by far the hardest part because I just had so many glitches, which were honestly really frustrating where, you know, I'd refresh, data wouldn't log, and things were getting lost.

06:16So I had to go through multiple debugging stages to make sure it actually works. So just keep this in mind. If you're gonna build this yourself, you might get some bugs, and I spent hours doing this.

06:24The entire build took me a couple of weeks. So this was over a few different days. And then I added nutrition, which I also had to rebuild a few times because the data wasn't logging properly, but now it's pretty good.

06:34And it's actually connected to a smart AI algorithm, which can estimate the calories of a particular meal. I added the health tab corresponding to the data. I added the goals section so I could see my goals, and then I created the finance section.

06:46The finance section, I had to connect to a Google Sheet, which I'm gonna do a future video on finances more in-depth because it deserves its own video. And then for the last couple of days, I basically just used it. And every single time I noticed a feature that I wanted added, I added it.

06:59And every single time there was an issue with the feature, I got it fixed. So this is really a process of trial and error. The sooner you start using it, the sooner you'll realize things that you wanna tweak.

07:08Alright. So now you know how I built it. Here is the dashboard.

07:11I'm gonna give you a full run through, and then I'm gonna show you some examples of how I use it. In the top left, it's got me. I'm the operator, obviously, for you.

07:17It'll have your own name. One block down, it has a finance pulse. It's actually hidden by default.

07:21So if you leave your computer open, you're not gonna leak your net worth to someone. But when you wanna review it, you can click reveal. This tracks my net worth over time, how much I've made in the month, how much I've made on the day, and what my current net worth is, and this is connected to all of the data on the back end.

07:35Then down here, I have key tasks. These are the tasks that I've starred and flagged as key priorities for the day. Really, productivity, a lot of the time, just comes down to identifying the top task for the day and making sure you get those tasks done.

07:48So what I do every morning is I go through the CRM section of the dashboard, and then I simply select, I star, the three to five things I wanna get done every day. And then if you go back into the home section, these are marked down as key items.

08:01So these are the things that I need to complete as priorities every day. And obviously, once I complete them, then I can go and add new tasks in. But this gives me a bit of a pulse on the main things that I need to hit.

08:11Now in the middle, this is a really powerful system, and maybe you watch my other habit tracker video. This is the next step further from that, I have my daily habits. So these are the things that aside from the main priorities I wanna get done, I need to do every day.

08:23So there are a few habits that I like doing. For example, I need to go to the gym every day to feel good. So once it's done, I tick it off.

08:29Then I need to remember to take my supplements. This just takes the brainpower out of needing to remember to do things. I've actually changed the data because I didn't wanna reveal my personal data, but you'd list basically every single one of your supplements here, and you would tick it off like this one, two, three.

08:42When you tick off all the subtasks, the main task gets completed, and it shows you the percentage of your habits that you've completed for the day. The next thing that's really important for me is my creative session. So I have a process I follow every day in the morning where I go through x, I do market research, and then I come up with ideas.

08:58I find it's really important to be creative in the morning. So once I tick off all the subtasks, then the creative session gets complete.

09:05Then I move on to a community session to engage with my community. Then I move on to a finance check, where I'll have a few things that I tick off, like run through my portfolio, quickly look for risks, go through the finance section of the dashboard, and then finally, I have an evening wind down routine. Now in the wind down routine, this is really cool.

09:21There's actually a journaling feature, and you can do this through the telegram interface as well. But if you click the microphone, you can actually just speak what happened in the day. So I basically say, I had a good day.

09:29I did this, this, and this. This is where I struggled. This is where I did well.

09:33These are the reasons why. This is how the business is going. And this is actually really powerful because remember, all of this data is being saved in the back end.

09:40So by doing this, I essentially I'm training the AI every single day on how I think. So if you go to the journaling section where all of this is logged, it has a summary of every single day. And if you click show raw, it shows the full transcript that you left for that day.

09:56So imagine after a year of doing this, you have a year worth of logs. The AI is really smart at pattern recognition. It might be able to say, when you don't get enough sleep, you tend to not be as productive.

10:05So maybe focus on this first so you can solve this. Or it might say, you know, you constantly identify loneliness as an issue in your life. Maybe you should address it through this, this, and this.

10:14Like, just patterns that you might even not realize you're bringing up in your speech. The AI can basically act as a psychologist or a mentor and coach you through solving some of these patterns.

10:24So the journaling process every single day, I think it's so crucial. And it also trains the AI on you, what your days look like, what you get up to, what you do. And because all of this memory is being stored, you actually have a transportable system.

10:35So if you do speak with Chachi BT, if you do speak with Claude, you can plug in this system into Claude code or Codex, and every single time you prompt, ask for personal advice, ask for business strategy. It has your exact context in a memory system that you own versus what happens if you just speak to the chat normally.

10:54Basically, your memory is in a black box. So you don't know what ChatGriffT knows about you. It does remember some stuff, but you don't have control over that memory system.

11:01So this solves the memory system once and for all. Because let's be honest, you can redesign this dashboard. You can always create a new dashboard.

11:07There's probably gonna be better design applications for me to make this even better in the future, but that's not the real source. The real source here is the back end memory system that we've built on Superbase, and then you can just apply this to any front end you want in the future. That's the real real magic here.

11:21And a couple of other things which are specific to me. And remember, in your own custom builds, you can change this. You know, you might not care about nutrition, but for me, I actually like logging my meals.

11:30So when I eat a meal, I log it. It shows me what time I ate that meal, and it shows me the calories of that meal. So chicken and rice, 550 calories.

11:37It's connected to the latest Claude model so it can estimate. You can also give it more details. You can even send a photo into Telegram if you want to actually photograph your meal.

11:45It's basically like having Cal AI built into the dashboard. And then I could see, you know, my protein for the day, my nutrition, how many calories I have left. And this also gets logged under the health section of the dashboard where it shows my daily protein intake, calorie intake every single day, so I can make sure, you know, I'm eating right.

12:01And you can actually go a step further. You could connect this to your wearable, like AuraRing or Whoop, and actually import the data and then have it weighed against other metrics. I haven't done that step yet, but this is the architecture you can build upon.

12:12Like, essentially, the goal here is to build an operating system that controls your life or has your entire life summarized here. Now there are some things that I keep off the app. Like, for example, I still do keep big picture stuff on Notion.

12:23So big picture goals, my compliance setups, my company roster, and just general information that doesn't change much. I'll keep somewhere else because I wanna make sure I have that data.

12:33But basically for anything else, any active task, keep it on the application. I also have a system where things automatically get backed up. So for some reason, Claude deletes all the data.

12:41It's actually backed up in Superbase and archived and stored. So you don't need to worry about losing data. You can always re export.

12:46The full guide to this, once again, is gonna be in the description below. It's in my Instagram community. You can access it by signing up to the newsletter, and that's going to have the full prompt that you can take and put into Claude code yourself or Codex, which is, to be honest, probably the better coding model, but I did this on Claude code beforehand.

13:03And that's gonna run you step by step through my process. Because honestly, this video would be hours and hours and hours if I went through every single little finicky thing that I had to fix to build this. If you like this video, let me know in the comments below.

13:14I can actually do a follow-up where I go in-depth on specific elements of the dashboard, but I wanted to show you what I've been building and working on in this video and give you an overview. And then it connects to my Google Calendar below. You can actually edit it directly from here.

13:27I still like using Google Calendar though. I just like having this open all day, so I'll have it on a screen on my computer so I can see what upcoming meetings I have. I'm constantly referring back to it.

13:35And then top right hand corner, I have some goals for the week, for the month. They actually store and there's a list here. Usually, I'll just have three to five goals for a month.

13:41So I can say, alright, I wanna ship a product. I wanna get out 20 videos. I wanna go to the gym every day, and then I have all the goals there.

13:47So I'm constantly reminded, and I'm just aware every single day of what I'm actually working towards, which I think is so powerful because if it's not in front of you every day, you're actually just gonna forget. So this way, I'm actually forced to stick to the things that I wanna do. Going into the CRM system, you can actually drag things around in terms of priorities.

14:03You can tick things off once you do them, and they'll automatically get sent to the archive section. I continuously improve this over time, but it's basically, in my opinion, a better version of the Notion task management system.

14:14I will say there were a lot of glitches. There still are from time to time. But every time there is a bug, I fix it.

14:20And then over the last few days, I've found I've had less and less bugs. You're just gonna have to be aware that if you're gonna build your own OS, because you don't have thousands of engineers like Notion who over time have fixed a lot of their issues, you're gonna run into your own. But because it's custom built, that trade off becomes a pro because you can build it exactly how you want to build it.

14:38I could also switch to the Kanban view just like Notion, I can actually drag things along from this week to today to this month. So I can have an overview of all my tasks. And if you go into the brain section of the application, it actually opens up a view where you can view the current status on different elements of your life.

14:54So legal, personal finance, content, products, op sec, business opportunities. If you click on one, it'll actually bring up all of the tasks underneath this category, and then you can actually leave notes here or links here just like you can in Notion pages so you can easily refer back to it.

15:08And it also has a summary of the key things within each category. Like, there might be some clear security risks that you're taking on. So there might be key life admin things that you need to fix that will be highlighted here in the summary as things that you need to do.

15:21And the best part is because you have all of this in a memory system, you can simply prompt the AI and ask, look, what are the top three things right now that if you were a strategic CEO or consultant, you would recommend that I need to do right now?

15:35And we'll actually be able to go through hundreds or thousands of entries and look at the few things which are actually gonna move the needle for you or your business, which I think is really important. The finance section, not gonna get into in today's video because honestly, it's its own video, and I'm gonna do a follow-up, so make sure you subscribe.

15:50But of course, remember, you can tweak this any way that you want. The world is your oyster with AI. This is just what I found impactful for my v one build, but I'm gonna keep improving this over time as things change.

16:00And also I have room to add more things. I just didn't want to clutter my dashboard too much in the early days. Alright.

16:06Now let me give you a quick practical example of how I use this in my daily life. So basically, this is how I use this setup. So I have three monitors.

16:14You don't need three monitors for this. If you're on your laptop, you can just have three different desktops. So this is just how I operate in my daily life.

16:20On my left hand screen here, I have the dashboard open at all times, then I get to see when my upcoming meetings are, everything that I need to see, and then I work on the middle screen. So I'm doing work, writing tweets, reviewing proposals, taking meetings, whatever I'm doing on the middle screen. And then on the left, I'll just glance over and make sure that my day is in order.

16:37Then on the right hand side, I have Claude open. This is Claude code or, you know, the normal Claude app if I'm chatting there. And then I have GPT open as well.

16:45I have my two AIs. If I ever need to make tweaks on Claude code to the dashboard, I can just do it up here, and I just have these open all day, you know, in case I need them. And then when I need to enter something, so a new task comes up, let's say get a message from someone, I need to do something, I just add it here so I can quickly capture it.

17:00I also have Whisper for my computer so I can use the command and it basically records audio for me if I just wanna speak it. If not, I'll just type it in. If I'm on the go or, you know, if I'm just doing something on my phone, then it's actually easier for me to hit the action button and then voice prompt into Telegram.

17:15And when I voice prompt, it auto populates in the CRM over here anyway. And the other thing that I do a lot, especially when I'm out, is actually use the web app. So I've created a mobile version, which I'm optimizing to be even better for mobile.

17:26So I can do this on the go, and it's connected to the same memory system. So you don't even need your computer. That's basically how I use it in my day to day life.

17:33Thank you guys so much for watching this video. This was a really intense build to put together, but I'm so glad I went through this process because I think it's going to be a part of my life for many months and hopefully years to come. I'm just gonna keep upgrading this over time, and I'm gonna keep making videos on it.

17:47So if you enjoyed this, make sure to subscribe. Obviously, the full prompt is available down below to help you build your own. It is gonna take a bit of time, but it's definitely worth it.

17:56Because I honestly think having a system like this can make me millions of dollars and can make me a 10 x more productive human, because it's custom built for exactly what I need. Thank you guys for watching.

18:06I'll see you in the next one. Peace out.

The Hook

The bait, then the rug-pull.

Miles Deutscher opens with a dollar-amount-sized mistake: a missed Anthropic investment round he never acted on because his task management was broken. Two weeks and one custom OS later, he is here to show you the fix he built with Claude Code and a Supabase backend, and to argue that the SaaS era is quietly ending.

Frameworks

Named ideas worth stealing.

03:52list

The 8-Step Personal OS Build Stack

Design mockups in Claude design
Export to Claude Code
Supabase as memory system
Anthropic API key
Write schema
Telegram bot via Botfather and Vercel webhook
Security layer
Build feature components iteratively

Ordered build sequence from design through deployment for a self-hosted personal OS.

Steal forAny build-in-public video or tutorial. Clean numbered framework audiences can screenshot.

10:54model

The 3-Layer OS Model

Front end: Dashboard (replaceable)
Memory layer: Supabase (permanent, portable)
Input layer: Telegram and voice and web app

Separates the UI from the data layer. The memory layer is the durable asset; the dashboard is just skin.

Steal forOwn-your-stack argument or any product positioning that separates infrastructure from interface.

CTA Breakdown

How they asked for the click.

VERBAL ASK

16:15newsletter

“Click the link in the description, become a member of the AI Edge newsletter, join the Instagram community, find the full prompt PDF in the pinned drive.”

Soft lead-magnet CTA via newsletter + Instagram community. Prompt PDF is the hook. Mentioned twice (mid-video ~4:00 and outro). No hard sell.

MENTIONED ON CAMERA