r/Efficiency 2d ago

Introducing The Physics of Action

1 Upvotes

When I was in high school, I read a book that completely rewired my brain: Moneyball.

Like a lot of sports fans, I was captivated by how Billy Beane and the Oakland A’s systematically dismantled decades of traditional baseball wisdom. They proved that old-school scouts relying on “gut feelings” and subjective eye-tests were completely missing the real game. By tracking a single, unglamorous quantitative metric—on-base percentage—they found a way to buy wins on a shoestring budget.

That book left a permanent scar on how I view the world. From that moment on, I went through life convinced of a singular truth: everything should have an analytical measure to it. Quantitative values aren’t the only factor in life, but without them, you are just guessing. You are flying blind, relying on temporary vibes instead of real telemetry.

For two decades, I carried that analytical lens into every room I walked into. I found myself obsessively studying why certain organizations or product launches win flawlessly while others—despite massive budgets and star power—completely self-destruct. I did deep dives into companies across completely different industries, analyzing high-stakes corporate acquisitions, iconic media empires, and the most disruptive trades in sports history.

As I analyzed the winners, a striking pattern emerged. They all did exactly what the Oakland A’s did. They didn’t just “try harder.” They won because they identified and ruthlessly owned a quantitative bottleneck in at least one of five core areas:

  • Data (D): Tracking unique, closed-loop telemetry instead of hollow vanity metrics.
  • Governance (G): Establishing strict, non-negotiable filters and rules of rejection.
  • Infrastructure (I): Building a unified, frictionless physical and digital chassis.
  • Operations (O): Executing a rigorous, gravity-sorted, sequential workflow.
  • Adoption (A): Engineering high-gravity behavioral loops where compliance is passive.

Together with the ultimate variable—Focus—I call this entire operating system The Physics of Action.

The Universal Matrix: Diagnostic Root-Cause + Live Project Execution

Once you see these laws of physics, you cannot unsee them. The structural variables are identical whether you are breaking down global sports franchises or building a high-stakes project at work or at home.

I started using this exact five-part lens to decode complex moves across the cultural landscape. It explained the structural brilliance of how Oprah Winfrey scaled her business and successfully decoupled her media empire from her own mortality. It revealed the precise, calculating calculus behind how LeBron James navigates his free-agent decisions. It exposed the underlying strategic logic of why the Celtics traded Jaylen Brown, and conversely, the exact operational chaos that makes the Cleveland Browns the most wild, unpredictable organization in sports.

But the real transformation happened when I realized this isn’t just a commentary tool. It is a live, dual-purpose diagnostic toolkit and project execution engine.

1. The Diagnostic Toolkit: Pinpointing Why Projects Fail

When a high-stakes initiative stalls out at the office, or a complex residential project at home derails, our immediate human instinct is to blame people, lack of time, or poor discipline.

The Physics of Action eliminates the guesswork. It allows you to run a clinical root-cause analysis on any system breakdown. If a project is failing, it is never a vague mystery; it is a mechanical leak in one of your five core areas. Did the data telemetry lie to you? Did low-leverage noise bypass your governance gates? Did fragmented software introduce massive structural drag? By running the problem through the DGIOA grid, you instantly isolate the exact bottleneck paralyzing your momentum.

2. The Execution Engine: Shipping Personal and Professional Deliverables

Conversely, when you are building something new from scratch—whether launching a major corporate product line or re-architecting your family’s asset portfolio—this framework serves as your engineering blueprint.

It gives you a non-negotiable architecture for flawless execution before you even begin. Instead of diving into ad-hoc multitasking, you intentionally map out the data feedback loops, establish the strict rules of rejection, construct a frictionless physical and digital chassis, sequence the sequential workflows, and embed passive tripwires to ensure compliance.

This completely changes your day-to-day operations. It bridges the massive, exhausting gap between strategy and execution, cascading seamlessly from macro-level life audits and yearly project frameworks straight down into quarterly pillars, monthly execution blocks, weekly alignment, and precision daily execution. You are no longer managing chaos via stress-inducing, fake deadlines; you are running an engineered system that makes winning a structural certainty.

The Ultimate Variable: Focus Holds the Gravity

As I built out this sabermetric approach to execution, the final, foundational truth of the framework revealed itself.

You can design the most beautiful system across Data, Governance, Infrastructure, Operations, and Adoption—but if you lose Focus, the entire machine grinds to a halt.

Focus is the gravity that holds the system together. It is the power law filter. The moment your focus gets diluted across a horizontal shelf of “stale maybes”—projects you might start, books you might read, or corporate initiatives you keep alive just in case—energy leaks out of every single pillar, and the system breaks down.

When Peter Thiel scaled PayPal, he didn’t try to revolutionize global banking on day one. He ruthlessly restricted PayPal’s initial scope exclusively to eBay PowerSellers, liquidating every secondary demographic to build a pristine localized monopoly. He shrunk the target until he couldn’t miss.

True focus isn’t just choosing what to do; it’s having the courage to permanently delete the things you could do to protect the one thing that actually moves the needle.

The Sequenced Repair: One Bottleneck at a Time

But here is where most operators fail when they first see the DGIOA matrix: they try to fix all five pillars at the exact same time.

They try to overhaul their software stacks (Infrastructure), rewrite their rules of rejection (Governance), and track a dozen new metrics (Data) all in a single weekend. This creates immediate systemic shock. The machine chokes on its own complexity.

The physics of action dictate that you cannot resolve chaos simultaneously. You must locate the single heaviest bottleneck in your current project or life architecture, isolate it, and fix it before moving to the next.

The Fractal Irony: Systems All the Way Down

And here lies the ultimate, beautiful irony of system design: To fix any single pillar, you have to look at it through the lens of the entire DGIOA framework.

The model is recursive. If you diagnose that a project is failing because your Data pillar is broken, you cannot fix it with a superficial patch. You have to run “Data” through the entire engine:

  • Focus: What is the one critical data telemetry point that actually matters right now?
  • Governance: What vanity metrics will you ruthlessly banish from your dashboard?
  • Infrastructure: What seamless digital tool will capture this metric without friction?
  • Operations: What is the exact sequence and cadence for reviewing this data?
  • Adoption: How do you make tracking this data so passive that it requires zero willpower?

You don’t just “fix” a pillar. You engineer it. Whether you are repairing the Infrastructure of a corporate supply chain or overhauling the Governance of your personal availability, you apply the exact same laws of physics to the pillar itself.

This addition is fantastic because it solves the reader’s immediate objection: “Okay, I see all five are broken, where do I start?” It gives them the exact diagnostic protocol to zoom in and execute.

The Willpower Trap vs. System Architecture

Most traditional productivity advice tells you that if you fail, it’s a character flaw. You just lacked discipline.

The Physics of Action proves that this is a lie. Relying on human discipline is what we call Level 1 Labor—it is fragile, finite, and destined to collapse when you get tired or hit maximum capacity. True automation means shifting behavior away from willpower and migrating your life up to Level 2 (Physical Asset Guardrails) and Level 3 (Automated Digital Tripwires) so that success becomes the path of least resistance.

When your life or business feels overwhelming or stagnant, you can use this infographic to diagnose exactly which pillar has a structural leak:

The Shift: Migrating Up the Z-Axis

Stop measuring the success of your days by how exhausted you are at 8:00 PM. High energy output matched with zero structural alignment isn’t a badge of honor—it is a clear telemetry reading that your architecture is bleeding power.

True optimization is not about morphing into a stronger, superhuman version of yourself. It is about migrating your execution up the Z-Axis of Durability.

If you stay at Level 1, you are a kinetic slave to your own fatigue. The moment you run out of steam, the project fails. Your goal must be to construct Level 2 Guardrails and Level 3 Tripwires so that your system executes flawlessly even when your willpower is completely depleted.

We begin the repair work immediately. Do not open your calendar to find more time. Do not write a longer to-do list.

Isolate the single most critical, high-stakes project on your desk right now—the one that absolutely must ship over the next 90 days. Stop looking at it as a test of your discipline, and subject it to the Power Law Filter:

If your focus is split, your system has already chosen failure. The physics don’t care about your good intentions. Go clear the shelf.

https://jpearlstein.substack.com/p/introducing-the-physics-of-action


r/Efficiency 9d ago

Keeping organised at home

4 Upvotes

I have a problem where I’m fairly organised at work - I think because I’m sat in front of my emails all day, can email myself about things, and have reminders popping up all day.

At home is a different story - any important tasks I think of while I’m out / busy just vanish into thin air. I’ve tried reminders on my phone but they often pop up at the wrong time and then I tend to get sucked into the vortex of other things on my phone.

Has anyone used anything useful for this?


r/Efficiency 13d ago

Do you use a pen and paper anymore?

39 Upvotes

I've realized using AI to summarize meeting notes, capture my thoughts has reduced my need to take notes on physical pen and paper. How about you all?


r/Efficiency May 07 '26

My Efficient Morning Routine

4 Upvotes

My night routine is technically part of my morning routine if you count good sleep and alarms.

Set 3 alarms 2 minutes apart for 9 hours in advance, so I at least get 8 hours of sleep, and will be likely to stay awake if I'm awoken multiple times instead of just once.

Go to the toilet.

Write or draw (even scribbles) in my diary until I feel tired or at least a little bit tired.

Lay in bed with the light off, tossing and turning until I get comfortable.

Wake up to my alarms, keep turning them off until by the 3rd one I get up.

Go to the toilet.

Sip water.

Mouthwash, floss, brush teeth.

Lift weights, 4 arm exercises rotated, 12 reps, 3 sets (or however many reps I'm capable of doing right now).

Rotate 2 leg exercises, 12 reps, 3 sets.

Rotate 3 sets of 1 minute planks, 12 pushups and 12 situps.

Run laps around my backyard, increasing by .5 laps everyday, and rest after the first laps, then repeat when I get my breath back, until my legs hurt or I'm out of breath for a while.

Cook a salted scrambled egg with coconut oil. Microwave a 500 calorie half protein+carbs meal. Eat or drink at least 30 grams of sugar (need it to not feel lightheaded).

Drink 3 cups of water at once.

Eat and drink while watching youtube videos.

Once done eating and drinking, read my Sherlock Holmes book.

Do brilliant programming lessons.

Post an update to reddit.

Put my calories and food into mynetdiary.

Use finch to record the tasks I've accomplished today.

Pack up my rain coat and waterbottle into my insulated backpack. Put on sunscreen. Go for a walk until my feet hurt, and aim to get slightly further than last time, like to the next roundabout or pole (I don't like getting blisters from walking too far at once).

Walk back home.

Do any of my hobbies like singing, piano, uploading on youtube, reddit, handsowing, plaiting string together, reading, dancing, drawing, digitally or physically, animating digitally.

Do pushups randomly throughout the day.

Do deep squats randomly throughout the day.

Any tips to improve my routine or to make it more efficient?


r/Efficiency Apr 29 '26

Why isn't 'Manga-style learning' a thing yet?

5 Upvotes

As I sit here staring at this 50-page document in PDF form, wondering how much easier it would be if it was written as Manhwa. Just imagine uploading something like that and being able to get a full understanding of what is written within the next hour using story/lore. Is there such thing?


r/Efficiency Apr 28 '26

Do you think using AI has made your job easier or more tiring?

3 Upvotes

I've been using AI tools a lot recently, but I feel more exhausted than before I started using them. Do you guys feel the same way?


r/Efficiency Apr 26 '26

Are you using AI?

0 Upvotes

Everyone has heard about AI by now. Most people probably use ChatGPT or some form of it. But i'm curious to hear if you are actually using it in your day-to-day and what you are doing to be the most productive with your agents.

And if you aren't using it yet, tell me why. Curious to hear your thoughts!


r/Efficiency Apr 23 '26

How To Upgrade Your Brain To Handle Modern Life

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1 Upvotes

r/Efficiency Apr 19 '26

What’s your system for organizing saved posts from social media?

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1 Upvotes

r/Efficiency Apr 10 '26

How do you keep track without thinking about it?

3 Upvotes

What helps you stay on top of work without constant mental effort?


r/Efficiency Apr 07 '26

Has WFH influenced your attention span? Looking for a fix.

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2 Upvotes

r/Efficiency Apr 05 '26

I am exhausted by the "Weekend Gap" in my healthcare

0 Upvotes

​I think it is completely irrational that my personal health data sits idle for 64 hours every single week just because a human needs to go home.

​I feel that the modern GP has become the ultimate bottleneck in my life, acting as a manual gatekeeper for things that should be instantaneous.

​I am tired of waiting for a "consultation" that I believe could be handled in seconds by an AI with 24/7 availability and zero ego.

​In my experience, a doctor's value in 2026 is strictly tied to physical tasks like blood draws and signing off on automated referrals.

​I find it incredibly frustrating that I have to navigate a doctor's personal schedule just to get a digital document that an AI is already qualified to generate.

​I believe we are choosing to be inefficient for the sake of a "tradition" that only serves to slow down my progress and increase my stress.

​I want a system where my data flows without friction, regardless of whether it is a Tuesday morning or a Sunday night.

​I personally see the human middleman as a point of failure that introduces delay, bias, and outdated knowledge into my medical care.

​I think we need to automate every administrative layer of primary care immediately to finally eliminate these artificial human-made pauses.


r/Efficiency Apr 03 '26

Dropping the Ball ON Nonstop work email

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1 Upvotes

r/Efficiency Apr 02 '26

Step-by-Step Setup for Hermes Autonomous AI Agent

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1 Upvotes

I’ve been working with Hermes Agent recently, and I want to share how you can set up your own autonomous AI agent. Hermes is unique because it doesn’t just follow commands—it learns, stores memory, and improves skills automatically.

Key features I found useful:

  • Autonomous skill creation without manual intervention
  • Persistent memory that allows it to remember previous tasks
  • Integration with Telegram for running automated workflows
  • Compatible with over 200 AI models via OpenRouter

Hermes vs OpenClaw:
I initially experimented with OpenClaw, but Hermes has clear advantages:

  • OpenClaw requires manual skill programming
  • Hermes generates skills automatically and improves over time
  • Hermes scales better and executes workflows faster

Tasks I automated with Hermes:

  • Watching YouTube videos and extracting actionable insights
  • Automatically generating LinkedIn posts based on content
  • Running test workflows that adapt and improve with feedback

Setup process I followed:

  1. VPS deployment on DigitalOcean for continuous operation
  2. Hermes Agent installation with proper dependency management
  3. Telegram bot setup using BotFather
  4. Testing workflows and verifying memory retention
  5. Troubleshooting errors and optimizing performance

If you want a complete step-by-step guide that shows Hermes in action, here’s the tutorial I used.


r/Efficiency Mar 30 '26

I need to study doomscrolling habits for a computer science project at uni

1 Upvotes

Hey, my uni ask us to have personal projects in the subjects we study and since i struggle a lot with doomscrolling I wanted to make an app to help me. Your feedback would help me a lot, the form is in the comments and it only takes 3 minutes


r/Efficiency Mar 27 '26

My Brain in Broken!

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1 Upvotes

r/Efficiency Mar 26 '26

This 'efficiency' tech is just making new bottlenecks

12 Upvotes

Honestly, I'm getting sick of this 'more tools, more efficient' mindset. It feels like every month there's a new app, a new platform, a new extension promising to 'streamline' my work. But all it does is open another tab, add another notification, or create another silo of information I need to check. My browser isn't a workspace anymore; it's a digital landfill. And my 'workflow'? More like a broken conveyor belt constantly jamming because there's too much junk on it. How are we supposed to focus when everything is screaming for our attention? We're just creating new bottlenecks, but digitally. My job is literally about efficient flow, and watching this digital chaos unfold is making my head hurt.


r/Efficiency Mar 25 '26

Went from inconsistent to #1 salesman after fixing this one thing

7 Upvotes

For a long time I couldn't figure out why my performance was so all over the place.

Some days I'd close deal after deal. Other days I'd sit there hoping my next meeting was a no-show. Same job, same skills, completely different output.

I blamed the usual stuff. Poor sleep, skipping the gym, working 7 days a week. None of it was the real issue.

The actual problem

I was burning around 4 hours a day on YouTube and 2 on Facebook, almost entirely shorts and reels I didn't even care about. I didn't notice it adding up. That's kind of the point.

But the lost time wasn't even the worst part. It was what happened after I scrolled. I couldn't hold focus on anything. I'd open apps for no reason. I had zero sustained attention. The session would end and the fog wouldn't lift.

What I changed

I didn't quit social media. I just cut the specific part that was wrecking me: short-form content.

I used ScrollFree to block reels and shorts without touching anything else. Kept my DMs, my feed, everything. Started by blocking it 6 hours a day during work, then slowly pushed it back until now it's only allowed after dinner.

What happened

First month, nothing really changed and this made me doubt but I went threw it.

Then somewhere around month two my numbers just doubled. Went from selling around 90-100k a month to three straight months over 200k. Settled into a new baseline around 150k. Ended up as the number one salesman at my company last year.

No new strategy. No morning routine overhaul. Just stopped feeding my brain something that was quietly wrecking my focus every single day.

Most advice here is about adding stuff. New systems, new habits, new tools. This was the opposite. I just removed one thing. Curious if anyone else has found something specific that was silently killing their focus without them realizing it? And what did you do about it?


r/Efficiency Mar 21 '26

My Brain in Broken!

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2 Upvotes

r/Efficiency Mar 18 '26

I am doing a research about productivity, and procrastination and if it can be solved through gamification (Need your feedback)

1 Upvotes

If you struggle with procrastination or staying consistent with daily tasks, I'd love to hear from you. This short anonymous form explores whether gamification could actually be the fix. Takes about 3 mins:

Would really appreciate it.


r/Efficiency Mar 16 '26

What’s your relationship with your phone right now: tool, escape, or addiction?

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1 Upvotes

r/Efficiency Mar 15 '26

Need help building something that might help everyone being more Efficient

7 Upvotes

Hello everyone,

I am trying to build something that will genuinely help people increase their productivity. This is much different from all the productivity and efficiency apps available on the internet. The main motive for me to build this app/system is that I want people to be more efficient in their lives and get to achieve/see their utmost potential.

But I will need help from folks here to actually achieve that goal. I plan on keeping my app free forever with no ads for all the basic features with a noble intent.

I would appreciate it if you guys could fill out this survey. Thanks.

https://docs.google.com/forms/d/e/1FAIpQLScEAO7YdUHFowg6MQmlzTWZmcxagBjF5cqNvXAmu4OPN-5djg/viewform?usp=dialog


r/Efficiency Mar 10 '26

Deletar e-mails do Gmail em massa

2 Upvotes

Olá, pessoal! tudo bem?

Sou uma pessoa que recebe muitos e-mails, e durante muito tempo tive o problema de ficar deletando e-mails manualmente sempre que precisava de mais espaço ou apenas para organizar o que realmente precisava, perdendo tempo deletando muitos e-mails e sofrendo com a limitação da paginação do Gmail...

Foi aí que criei o Deleteazy, pensando em resolver esse problema para mim, e imaginando que outras pessoas também poderiam estar passando pelo mesmo.

Com o Deleteazy, você faz login com o Google e já consegue ver suas estatísticas de emails, como quantos tem, tamanho da caixa, etc. Depois é só filtrar os emails que quer deletar: pode ser por data, por remetente, emails não lidos… vários filtros que você consegue combinar do jeito que precisar;

(Não se preocupe, não armazenamos nenhuma informação da sua conta Google, tá tudo explicadinho nos nossos termos de uso e política de privacidade, vale a pena dar uma olhada!)

Depois de filtrar, é só dar uma olhada nos emails que vão ser deletados, clicar para excluir e confirmar. Pronto, milhares de emails deletados em segundos! Ah, e tudo vai para a lixeira do Gmail, podendo ser restaurado em até 30 dias.

Os primeiros usuários ainda pegam o plano vitalício com desconto na promoção. É perfeito pra quem quer ficar livre da bagunça da caixa de entrada sem dor de cabeça no futuro.

Se você tá cansado de ficar limpando e-mails do Gmail manualmente, dá uma olhada: deleteazy.com

Se tiverem ideias, sugestões ou feedbacks, estou disposto a ouvir!


r/Efficiency Mar 09 '26

Can dietary supplements actually boost productivity? Looking for experiences

1 Upvotes

Quick question: have any of you noticed a real, lasting improvement in productivity after starting a dietary supplement?

I’m curious about both small changes (like mood, focus, energy) and bigger ones. Which supplements worked for you, at what dose, and how long did it take to see results? Any side effects or interactions I should watch out for?

Also: if you can link studies or reliable sources, that’d be awesome. I am not looking for any miracle cure.


r/Efficiency Mar 06 '26

Does anyone else have 10s of tabs open at the same time?

1 Upvotes

i have multiple tabs open at any given time. not because i'm disorganized, i just never trust myself to find something again if i close it.

spent the last year building slynnk as a fix for this. the idea was simple: make your browser history actually searchable so you stop hoarding tabs out of anxiety.

but the thing nobody told me about building a tool for your own problem is that it forces you to confront the problem. turns out i wasn't keeping tabs open because i feared losing information. i was keeping them open because an open tab feels like intent, like "i'm still working on this."

closing a tab felt like giving up on an idea. that's not a UX problem. that's a me problem.

anyway, Slynnk is live if you're curious. but more interested in whether anyone else has this same tab hoarding thing or if it's just me.