Charles Sieg

Inventor, Author, Entrepreneur, Architect, Animator - Founder of Renkara Media Group, Vantalect, and Acumen Defensive. I made AccelaStudy.

[Charles Sieg @charlessieg]

Three years of work. One question.
What if every class was built for one student?
AccelaStudy AI launches Monday at https://t.co/aBAGvfMIIo.

[Charles Sieg @charlessieg]

Check out my latest article: Announcing The Deferral — My First Novel https://t.co/Po8t1ANPFP via @LinkedIn

[Charles Sieg @charlessieg]

Published Part 2 of the Leverage Factor series. The most common response to Part 1: "How are those numbers real?"

This one breaks apart specific time records task by task, shows the math behind every human estimate, and covers the workflow that makes those numbers repeatable.

45x leverage on a full-stack app. And the original numbers were understated.

https://t.co/CuYkKuYhSQ

[Charles Sieg @charlessieg]

I tracked 124 AI-assisted engineering tasks over 8 days.

1,913 human-equivalent hours in 42 hours of agent time. 45.5x weighted average leverage.

That is 48 work weeks of output in just over a week.

Wrote up the full data, methodology, and what it means for career-scale output.

TLDR: a 40-year engineering career totals about 50,000 productive hours. At 45x leverage, that takes about seven months.

https://t.co/37W2spmRxH

[Charles Sieg @charlessieg]

I've been using Claude to generate entire apps -- each built in under 20 minutes from a requirements document. Want a new feature? Update the doc, regenerate the entire app. Never edit the code.

The code is ephemeral. The requirements document is the product. It's compilation, one abstraction level up.

Full article here:

https://t.co/kgrBBlooax

#AI #SoftwareEngineering #CloudArchitecture #VibeCoding

[Charles Sieg @charlessieg]

The Single Serving App: https://t.co/1jMQ3P9mNP

[Linus ✦ Ekenstam @LinusEkenstam]

This is what Apple should have done a year ago.

But instead Nothing is charging full-steam ahead.

If you been following along here, you know that through the last couple of years. I've been talking a lot about self-assembling apps. About how the future of software will look very different from today.

We are closing in on that future, at an accelerating speed. It's happening right now. There is no going back.

Anything you can imagine, will be made possible, any fringe and super personal app that only you would need. Could and will be built.

What happens to software at scale when everyone can make whatever their hearts desires?

The future is here right now. This implementation by nothing is so smart. They make sure the apps you build look on point, and they give you the tools (no need to be a techie) You just use plain language and they sort the rest.

This is so smooth. I hope others will follow.
This is a very mainstream approach.

I'm watching this over and over. It's so smart.

[Charles Sieg @charlessieg]

Arclight
Ysera
US
#WarcraftStory @Warcraft

[Charles Sieg @charlessieg]

Predditor
Ysera
US
#WarcraftStory @Warcraft

[Charles Sieg @charlessieg]

Another week, another dot. Let’s make this one count! #4KWeeks

[Charles Sieg @charlessieg]

And, to be clear, I'm certain Honest Abe would have enjoyed a few ice-cold fingers of Belvedere Intense.

[Charles Sieg @charlessieg]

I was interested in their seasonal "Belvedere Intense" and its wicked cool labeling https://t.co/fFiGnyiTVo

[Charles Sieg @charlessieg]

Visited the Belvedere Vodka site. Had to enter my birthdate to gain entrance. Entered Abraham Lincoln's birthdate instead. Guess it's totally fine to have a 213-year-old dude interested in their fine hooch.

[Charles Sieg @charlessieg]

Small happiness: getting into bed and pulling the covers up and the sheet is still even with the bedspread and I don’t have to dig around to find it and pull it up separately.

[Charles Sieg @charlessieg]

Great insights here. Why People Like Working From Home - The Atlantic https://t.co/T6LTGOvP3j

[Charles Sieg @charlessieg]

@elonmusk I will replace all my personal vehicles if you do this on stage at the next big Tesla announcement

[Elon Musk @elonmusk]

Fellowship of the Raptors

[Charles Sieg @charlessieg]

@tapbot_paul As a fellow Texan, Indint think any are more durable than other. I use Rainbitd and I keep a tool box of spare parts because about 10% of them break due to ground shifting, whatever. Some always break.

[Stephen Diehl @smdiehl]

Let's talk about why cryptocurrency is the single factor that created the ransomware plague that is ravaging our healthcare system and public infrastructure. (1/) 🧵

[Charles Sieg @charlessieg]

@WaltDisneyWorld violating their core rules today by running the guest line behind the scenes ruining the illusion.