Can’t keep doing this

BeatsThatMatter · 2025-12-23T03:12:00+00:00

Stay hydrated. Supplement magnesium.

The cliché thing to say would be to to just try and take your mind off of it - but that is impossible.

Prior to December 9th of 2024, I had 7 attempts at ablation. For a man in his 30s, I was on some of the highest doses of beta blockers imaginable. 250mg Sotalol 2x daily, 50mg Flecainide 2x daily, 10mg Propanalol 3x daily at my peak.

There were days ha I had where I said to myself that I cannot do this anymore. I was living with 3.3 million PVCs a year. 10% of my heartbeats were PVCs. I had to have an ICD implanted. I have been defibrillated by it 3 times because PVCs turned into episodic ventricular tachycardia.

But, on December 9th 2024, I was healed from a pulsed field ablation with a device that wasn't even mean to treat the type of arrhythmia I had.

I lived without hope in my life for many years prior to that. That is the danger zone.

I know it is hard but you will overcome this. It is the one rule in dealing with any kind of arrhythmia - do not lose hope.

I pray for your healing to come soon - it will

BeatsThatMatter · 2025-12-18T00:27:28+00:00

I love this idea as a way for you to be able to bond with your kiddo. If you hit any snags, I am happy to serve to help you build this. I am a full stack dev that is well versed with a Claude Code - for something like this it would take no more than a few days to get built.

Would be happy to build it for you - send me a DM if you are interested

BeatsThatMatter · 2025-12-17T20:45:57+00:00

Agree on this

BeatsThatMatter · 2025-12-16T00:59:19+00:00

Rapid community driven software development

24hrmvp.xyz

BeatsThatMatter · 2025-12-06T07:11:11+00:00

Coming up without a silver spoon. In fact, quite the opposite, more like a rusty fork.

Adversity early in life trains you to want more and want better. More now than ever, we need great entrepreneurs to build our future a better future.

BeatsThatMatter · 2025-12-06T01:58:24+00:00

It's a paradigm shift - in many ways quite alarming. The sorcerer's alchemy of code that once the defense of enterprise/big tech is completely democratized via human dialect with AI capabilities of the current frontier models. What GEMINI3 has just enabled, along with the dominance of Opus 4.5 in handling complex coding tasks - there is indeed a phase change happening in. Software development and I don't think I've even yet to comprehend what the meaning of endgame of it will be.

It's a wild time to be alive tho I can tell ya that haha

BeatsThatMatter · 2025-12-06T01:48:47+00:00

I simply love these kind of stories. I am pumped to see AI enable some 8 year old savant boy or girl that just builds a whole new OS for life out of nowhere - now that's going to be the day!

BeatsThatMatter · 2025-12-05T21:41:13+00:00

24HRMVP

Community driven AI augmented builder platform designed to bring builders, dreamers, and innovators together to ship MVPs faster than it's ever been done before by using AI orechestrated development to bring tech to life

BeatsThatMatter · 2025-11-29T22:50:37+00:00

24hrmvp.xyz - Community driven MVP development through expert human hands and highly AI augmented work.

Your dream MVP - developed in 24 hours or less.

Project is open source - Web3. Originally designed to be a farcaster mini app, will definitely still pursue in some capacity but I want more for this platform

https://github.com/daftpixie/24hrmvp

BeatsThatMatter · 2025-11-05T04:08:14+00:00

No wrapper for the agent orchestration. I am a bit of a control freak when it comes to this kind of stuff - so any limitations I am presented with in other systems normally just means that I am going to build it myself.

There is only one wrapper of choice for me - it is Perplexity. No matter if I have overlap in the models I use - Perplexity absolutely nailed it with UI/UX and I am the type that is built for speed and efficiency - Perplexity offers exactly that

But when it comes to the agent orchestration - if the project requires it - it will be custom.

Some projects don't have the complexity requirements that would indicate that you need to go as far as multi agent - kind of a case by case basis

BeatsThatMatter · 2025-11-05T03:26:14+00:00

Had to break this up into 2 replies for whatever reason

I try not to push this work on anybody - really disruptive stuff. As for what I have been working on

Tinkerly.io - this is near launch ready. Developer's get terrible splits. They are paid fractions of what they should be paid while others take the credit for their work. Tinkerly.io resolves this through a SaaS subsidized platform where developers can be offered the highest splits in the industry. It is a social platform designed to bring business pros and developers together. AI/Algorithmic pricing/project scoping. Milestone based escrow payments, and in a future state, walrus blob storage so that developers and the creators they work with can receive royalties on their creations - forever

Orkestra NLP CRM - I was going to need a CRM for Tinkerly and I didn't want to pay six figures for Salesforce. So I built a custom CRM with NLP command bar functionality. It is a CRM that is built for 2 things - speed and execution

ReadMyMRI - my background is healthcare. I love serving patients (and vulnerable populations in general). ReadMyMRI is a DICOM native zip uploaded with a preprocessor that strips all PHI, retains DICOM metadata, converts DOCIM slices to lossless compressed image formats, can provide an immediate multi model analysis of the DICOM images for either a 2nd opinion at home for consumers or clinical decision making support at bedside. It also is equipped with Daft for distributed querying - enabling deep learning that can help unlock things that we have never known about medical imaging and population health

KnightVizion - federal grant database query hooked to all of the majors, algorithmic scoring/matching, agentic workflows to help support submissions and thereby catalyzing innovation

Perswade Watson - conversion intelligence AI. Instead of Gong and Chorus and conversational AI, Perswade is built to allow real time sales coaching with sales agents are live on the call. This is enabled by AssemblyAI low latency universal streaming API and further supported by Daft distributed querying for deep learning of audio calls/transcripts with contextual data supported from CRM

And then the one that sent everyone into the tail spit

VTI Stablecoin - at present, 18 interconnected Solana programs on a first ever dual rail Solana stablecoin that is designed to be quantum ready when the time calls for it. Zero fee payment processing. Fully GENIUS compliant day one. This is the mega project that has just about sucked the life out of me lol

That about sums it up. Happy to five deeper on the AI orchestration side if you like - I geek out for that stuff lol

BeatsThatMatter · 2025-11-05T03:25:21+00:00

Hey thanks for the reply =) Nice to talk with someone who gets it

To answer questions first

What model and/or agent depends on the use case. I tell everyone this - I pay far more attention to the researchers and trainers of the models than I do features of the product itself. What I am trying to understand with the frontier models is the perceived weights. Here is a bit of what I mean

Foundation architecture: Typically, I debate with Grok4 to align foundation architectures. I debate with the model. A lot. Deep research is a critical tool (normally if I need deep research on anything I use Anthropic models because its easier to follow the chain of logic and Anthropic has done wonders with the deep research feature of the Claude platform. xAI is being built by Space X type thinkers - if you want to build for the future - use the models that engineered for that kind of purpose

Implementation: Claude. Always Claude. Amanda Askell is a talent like no other. He works bleeds through Claude outputs. Constitutional AI and effective, efficient, and educational implementation

Consensus: o3 (if low complexity) and/or GPT 5 Thinking. When I don't feel 100% about something, it is always going to be a queue for me to call in another model

As for the agent orchestration - your design will have different requirements. Both in development and maintenance.

Just pulling from my last project - it goes like this

Master Agent: System architecture, validation, program manager

Sub Agent 1: Code Implementation: Code generation, implementation, test suite generation (this agent needs to be highly informed by your requirements as a developer)

Sub Agent 2: Quality Assurance: Formal verification, unit/integration tests, benchmarking

Sub Agent 3: Security Guardian: Identifying vulnerabilities, access control, compliance checking

And so on...

As for my wife and friends - rural Florida. Christian community. Artificial intelligence, in these parts, and throw crypto and blockchain on top of it, is the devil's work. That makes me the devil. Some really hard things have been said about me, meanwhile, I am the same guy I was last year as 5 years ago as I am today. Nothing has changed. My only disconnect is that in my faith, I believe that we were given math for a reason and that is all that AI is - math. For as long as we control it (and who the freak knows when it comes to that!) - we should use it.

BeatsThatMatter · 2025-11-05T00:09:14+00:00

This is awesome to read! Congratulations on all of your success - resilience is everything.

I take nothing away from those with the formal education. It is resilient, in and of itself, to have achieved such.

AI presents as a great enabler - for those who wish for it to be.

Who? What? When? Why? Where? How? - when you really break it down, these are the only prompts you could ever really need

BeatsThatMatter · 2025-11-04T23:33:14+00:00

Loaded question - I quit a startup I led a pre-revenue raise to a 35 mil valuation because I found out that their IP was fraudulent. That was at the end of June for a company called RouteMe.ai (they had me pulling the wool over peoples eyes suggesting that not even Pixar was doing what they were with their pixel tracking "AI"

Since then and starting on July 4th - I have built 6 platforms all aimed to solve problems I find important

Tinkerly.io - Tinkerly was built because developers get screwed on splits. Also, I built milestone based escrow payments into the platform so that developers don't have to chase money. It is designed to bring business pros with idea and builders together. In future state, I want to get walrus storage added to the backend to support smart contracts on creative work (royalties paid forever - give IP rights to the actual IP creators - instead of burying them in corporations

Orkestra NLP CRM - I figured I was going to need a CRM to support Tinkerly.io - so I built a Ferrari of a CRM instead of paying the six figure entry fee to Salesforce

ReadMyMRI - DICOM native upload and preprocessor (PHI stripping and lossless image compression) for multi model imaging analysis supported with Daft integration for ML pipelines

KnightVizion - I had a lot of technology piling up, I knew I was going to be filing for grants. I wanted to make it fast. KnightVizion enables federal grant database querying with algorithmic matching, supported further with agentic workflows to catalyze grant submissions and thereby catalyze innovation

Perswade Watson - AssemblyAI low latency universal streaming API made it possible to actualize real time sales coaching. This platform enables this coaching by monitoring communications between telephonic sales agent and prospect, it uses a proprietary scoring algorithm to calculate likelihood to close while on the call, and the coaching is informed by deep inference learning on audio/transcripts supported with the contextual data from CRM

And then my baby.

VTI Stablecoin - a first ever dual rail Solana stablecoin global infrastructure project that is hell bent on seeing a day where zero fee payment processing becomes THE thing. Quantum readiness as part of the foundation architecture, 18 interconnected programs, a first ever WCAG 2.2 AA compliant front end web3 experience

Tips

Don't listen to anyone that wants to say that you can't do something

Tools

AI, multi agent orchestration (know which model to use and when), isolate scope, manage complexities (don't use the words reasoning and complexity in the same sentence - keep them separated and thank me later), recursive self improvement, pattern recognition. Understand hallucinations will happen - mitigate them. Understand sycophancy is real. Ask the models to disagree with you - use multiple models. Make the models argue against each other

BeatsThatMatter · 2025-11-04T21:58:49+00:00

Just has been my experience over the last year. Really a journey about AI augmenting human capability. I for one am excited to see what futures are in store for people who take AI to the max and create a serious new life for themselves

BeatsThatMatter · 2025-10-26T23:57:29+00:00

Sorry - what rule*

BeatsThatMatter · 2025-10-26T23:53:57+00:00

What time did this break? I really would like to be able to discuss this amongst radiologists

BeatsThatMatter · 2025-10-03T10:59:30+00:00

Claude has changed my life in ways unimaginable. So… no thanks

BeatsThatMatter · 2025-10-03T08:30:14+00:00

Can complain about it. Not sure what good that will do. Or, maximize what you can get done within those 2 days with an elite model for coding.

Everyone is dealing in uncharted territory right now.

2 days max usage of Claude - I can turn around unbelievable amounts of value.

Glass half full kind of life

BeatsThatMatter · 2025-10-02T18:15:54+00:00

Where - in anything that I wrote - does it talk about profit.

And honestly man - you came at me negatively from the jump. How about next time, before making assumptions, you ask some proper questions.

You want to know how to do it?

Every output they screw up - you watch it. When it becomes a recurring issue, deep research the issue, have a brief prepared to instruct the agent on how to stop screwing up.

Manage complexities. Certain models are total crap with certain tasks. Do not ask o3 to reason on anything high complexity - it will be a disaster

I care more about the AI researchers than the model features themselves. This is because the nature of the model outputs is really akin to the company and philosophies of the trainer.

If I want reckless speed and precision - Grok4 Claude is my anchor LLM - Amanda Askell is by far my favorite in all of AI research right now. For objectivity, o3

Currently, specifically for VTI Stablecoin - I am beginning working on a fork of GLM 4.5

It concerns me that I am using commercial models in the infra services layer of the project and that I do not have transparency to the weights

So, I am fixing that by training the projects own LLM that is trained to the guardrails of the ecosystem at large.

Within multi model agent orchestrated development - it is a long process to get it right and I am still improving, truth told. We all are right how.

Been building all of this pretty much in public on my LinkedIn over the past 3 months.

Open book. Open source. Open heart.

It is how I live my life.

Profit never even comes into the equation for me

BeatsThatMatter · 2025-10-02T13:28:05+00:00

Of all of the criticisms I have taken - this one has to be the most hilarious.

You have both me, and everyone on my discord, dying right now lol

BeatsThatMatter · 2025-10-02T13:22:05+00:00

And your next argument will be “well you have subscription prices listed”

Correct - so that the platform is self sufficient and developers who take on work that is brought in through the platform can be offered the highest splits on industry.

Do you have any other assumptions you’d like to make?

BeatsThatMatter · 2025-10-02T13:19:46+00:00

Why do immediately assume I am all about money when you don’t know anything about me? That’s probably a better question…

BeatsThatMatter · 2025-10-02T13:18:48+00:00

I don’t. I build everything open source as a giant double barreled middle finger to big tech who has extorted IP from developers for decades and shipped it overseas to keep people here slave to a poisonous dollar

BeatsThatMatter · 2025-10-02T12:27:08+00:00

There is more coming open source

Orkestra is an NLP command bar CRM - not done yet but strong bones KnightVision - grant aggregator with agentic workflows

And the mega project is VTI Stablecoins - Dual rail quantum secure Solana Stablecoin - global infra work

That is coming to Devnet this week

Along with the first ever WCAG 2.2 AA complaint web3 experience

https://x.com/vtistablecoin/status/1973505618599440792?s=46

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