Caleb Beers

[Caleb Beers @_CalebBeers]

"Ideas are cheap; execution is everything."

If you consider this carefully, you will realize that it's not just a way to be grumpy and yell at people to work harder. In fact, it's very encouraging.

You don't have to be brilliant. Just pick an idea and get to work on it.

[Nature Unedited @NatureUnedited]

A family of pigs in a summer meadow

[Tiraj @tirajnews]

Dişi çita, yanına gelmesi için erkek çitayı çağırıyor ve sonuç...

[cats with powerful impression 🐾 @catshealdeprsn]

Bro politely explained it instead of violence

[Caleb Beers @_CalebBeers]

@olivertraldi Pop-cultural sensations that were considered canon at-time. So everything Byron ever wrote.

[Latinized Dyerite @OrthodoxLatin88]

Yo guys send some love to our guy @stronga091 for his recovery from his surgery if you got I some spare dollars. Stand up guy. ☦️☦️

https://t.co/vakEYLPegI

[Caleb Beers @_CalebBeers]

"Videos of dogs doing dumb shit" is one of my new favorite things,

[Caleb Beers @_CalebBeers]

awww

[Miku @Ani_mangavibes]

Why am I tearing up this is so cute 😭

[Caleb Beers @_CalebBeers]

When Claude doesn't do what I want I start calling it "Clod".

"Come on, Clod. We've been over this."

[𝕐o̴g̴ @Yoda4ever]

Cavalier puppies being nosy about the new cat..🐶🐾🐈😅

[B&S @_B___S]

Dog Plays Piano And Sings

[Caleb Beers @_CalebBeers]

Positivity!

[激かわ動物 @Gekikawa_Dbts]

犬に埋もれるサービス受けてみた

[Caleb Beers @_CalebBeers]

....marvelous.

[Massimo @Rainmaker1973]

A bulldog relaxing with a bum massage machine

[Caleb Beers @_CalebBeers]

Just got a new dev job, but stuff is hard right now.

Every little bit helps.

https://t.co/fgXiBdhvz6

[Curiosity @CuriosityonX]

The invisible Glass experiment

Scientists once placed a transparent glass barrier inside an aquarium.

On one side was a fierce pike, and on the other side were several smaller fish swimming freely.

When the hungry pike saw the smaller fish, it immediately rushed forward to attack.

Bang. It slammed straight into the glass and bounced back.

Confused, the pike kept trying again and again, but every attempt ended the same way.

The repeated collisions injured its head and knocked off some of its scales. Eventually, the pike became frightened and retreated to a corner of the tank.

After some time, the scientists quietly removed the glass barrier. The smaller fish now swam freely throughout the aquarium, even brushing against the pike’s mouth.

But the pike never tried to eat them again.

Even though it was hungry, it refused to attack. In its mind, the invisible wall was still there.

A few days later, the pike reportedly died of starvation, surrounded by food. This phenomenon is often referred to as the Pike Effect or Pike Syndrome.

It’s often used as a metaphor for how repeated failure can create invisible limits in the mind.

[Dom Lucre | Breaker of Narratives @dom_lucre]

🔥🚨BREAKING: Digital artists are in a panic after this creator showed the current power of creating art with the help of AI which has digital artists fearing that they could become obsolete before 2026 is over.

[Caleb Beers @_CalebBeers]

#rightwaytouseai

[Jacky @imbktan]

I vibe-coded my own PDF compression library to replace a commercial library I paid $20K for.

After weeks of testing, I ended up rewriting most of it and honestly way better than the so-called "enterprise-grade" thing I bought.

Claude code didn't magically build it for me. I still had to read the PDF spec, trace edge cases, and understand every line. The model just gave me a baseline fast enough to iterate.

And no, this wasn't a one-shot "prompt -> shipped" fantasy.

[🇨🇭🏴󠁧󠁢󠁥󠁮󠁧󠁿InLucysHead🏴󠁧󠁢󠁥󠁮󠁧󠁿🇨🇭© @InsideLucysHead]

A math professor, Dave, has a problem with his sink, so he calls a plumber...

The plumber comes over and quickly fixes the sink. The professor is happy until he gets the bill. He tells the plumber, "How can you charge this much? This is half of my paycheck." But he pays it anyway.

The plumber tells him, "Hey, we are looking for more plumbers. You could become a plumber and triple your salary. Just make sure you say you only made it to 6th grade; they don't like educated people."

The professor takes him up on the offer and becomes a plumber. His salary triples, and he doesn't have to work nearly as hard. But the company makes an announcement that all of their plumbers must get a 7th-grade education. So they all go to night school.

On the first day of night school, they all attend math class. The teacher wants to gauge the class, so he asks Dave, "What is the formula for the area of a circle?"

Dave walks up to the board and is about to write the formula when he realises he has forgotten it. So he begins to attempt to derive the formula, filling the board with complicated mathematics. He ends up figuring out it is negative pi times radius squared. He thinks the minus doesn't belong, so he starts over, but again he comes up with the same equation. After staring at the board for a minute, he looks out at the other plumbers and sees that they are all whispering,

"Switch the limits on the integral!"

[Mike Hostetler // Chief Agent Officer @mikehostetler]

Christmas coming early?

Check https://t.co/PA3rGzD2Iv - depending on your subscription you have a bunch of free credits to burn until Nov 18th

I got $250

Details: https://t.co/TDcPegH6lZ

[Caleb Beers @_CalebBeers]

@heuristics Better at selling the house, or telling the customer what it's actually like? ;-)