
Semantic Engineer : Data and AI Writer :: #EliteDangerous Loose Screws Podcast CMDRs MrIndigo and Boobtron, also @mrindigo and @groundarts.
Lambda Andromedae - Screwspace
Joined November 2020
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CMDR MrIndigo retweeted
Data pipelines will put you in the top 1% of the market.
If you could only learn one skill for the next decade, I can't think of anything more critical than learning to move and process data at scale.
I like to tell people I'm a Machine Learning Engineer, but in reality, 90% of the value I produce comes from my ability to move data around consistently and correctly.
In the field, we like to use the term "orchestration" when talking about coordinating workflows that move and process data. At a high level, there are three main steps you need to worry about:
1. Getting the data from its source
2. Processing and cleaning that data
3. Delivering the cleaned data to the right place
You might also have heard about "ETL" (Extract, Transform, Load), which is how most people refer to the process above.
Of course, building a simple ETL system isn't complex; most developers can do it without too much trouble. The problem is designing resilient, scalable, and fault-tolerant systems.
You can't code your way to a production-ready orchestration platform (ask me how I know.) I started with AirFlow and eventually moved to @kestra_io because of its event-driven architecture.
Event-driven means you can kick off a workflow automatically based on different triggers. For instance, when somebody uploads a new file to a folder, an app updates a database table, or there's a new message in a queue.
It's hard to summarize everything you get from Kestra, but here are some of the highlights:
• Kestra is free and open-source
• You install it from a Docker container
• Workflows as Code using YAML <--- this is awesome
• Scales to millions of executions
• It integrates with every cloud platform you've seen
• Language agnostic (but I still like Python the most)
Here are the three things I recommend:
1 - Take a look at Kestra's live demo in their GitHub repo
2 - Build a simple workflow (it will take 5 minutes)
3 - Talk to your boss. Where can you plug this into your company?
Kestra is launching today on Product Hunt. Check the post below for the link and upvote them!
CMDR MrIndigo retweeted
I know everyone is talking about Matt Gaetz but please don't miss this:
Georgia fired every single person on its maternal mortality review committee. Why? They didn't like that reporters found out that the state's ban killed two women
propublica.org/article/georg…
CMDR MrIndigo retweeted
Fun fact: there was a trans woman in the bathroom I was using today.
You’ll never believe what I did next:
I pissed. I washed my hands. I nodded to them on the way out, and I went on about my day because I’m not a fucking psychopath who cares what bathroom people use.
CMDR MrIndigo retweeted
So, if I’m to understand, the lady who’s been screaming about groomers has information on republicans about sexual impropriety but she’s just gonna hold on to it unless people stop picking on her friend for fucking an underage girl.
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CMDR MrIndigo retweeted
Hanania is dead-on about this. If you're worried about institutional capture and falsehoods from institutions, it becomes more—not less—important for you to maintain strict truth standards. RFK resoundingly fails this test. Honesty and accuracy matter.
If you haven't looked into their claims, you are always going to underestimate just how much and how blatantly anti-vaxxers lie.
If you are on the right, I want you to open your mind and realize that no matter what problems you have with the left, Robert F Kennedy is a uniquely sinister figure who should have no role in public life. Here's just one example as to why.
RFK wrote the foreword for a book by an anti-vaxx organization he once led that claimed to list young people dropping dead from the covid vaccine. The 12-year-old boy on the cover hadn't even been vaccinated against covid. He was just a random kid who died for unrelated reasons, anti-vaxxers put him on the cover of a book, and RFK promoted it.
When the family tried to tell them about this, the publisher ignored them.
The AP reports:
When 12-year-old Braden Fahey collapsed during football practice and died, it was just the beginning of his parents’ nightmare.
Deep in their grief a few months later, Gina and Padrig Fahey received news that shocked them to their core: A favorite photo of their beloved son was plastered on the cover of a book that falsely argues COVID-19 vaccines caused a spike of sudden deaths among healthy young people.
The book, called “Cause Unknown,” was co-published by an anti-vaccine group led by Robert F. Kennedy Jr., President John F. Kennedy’s nephew, who is now running for president. Kennedy wrote the foreword and promoted the book, tweeting that it details data showing “ COVID shots are a crime against humanity.”
The Faheys couldn’t understand how Braden’s face appeared on the book’s cover, or why his name appeared inside it.
Braden never received the vaccine. His death in August 2022 was due to a malformed blood vessel in his brain. No one ever contacted them to ask about their son’s death, or for permission to use the photo. No one asked to confirm the date of his death — which the book misdated by a year. When the Faheys and residents of their town in California tried to contact the publisher and author to get Braden and his picture taken out of the book, no one responded.
They finally took the boy off the cover of the book after it became a story during Kennedy's 2024 run. Kennedy supporters have harassed the boy's parents, maybe because they believe they're lying about the covid vaccine and part of the conspiracy.
12-year-old Branden Fahey isn't the only person they were lying about. They were just taking random people who died and made a book about them. One even died in 2019, before covid vaccines were invented.
The AP found dozens of individuals included in the book died of known causes not related to vaccines, including suicide, choking while intoxicated, overdose and allergic reaction. One person died in 2019.
AP asked Kennedy’s campaign, CHD, Dowd and Skyhorse president Tony Lyons several questions about the book, including why they chose to feature Braden, why they didn’t speak to his family first and what steps they took to fact check.
Kennedy's former organization says that Fahey's obituary didn't list a cause of death, so they just decided to take his picture and put it on the cover of their anti-vaxx book. I'm serious. This is how anti-vaxxers reason. "Maybe your son who died in 2019 actually died because he was vaxxed? Just asking questions! Why are you afraid of debate? What are you hiding?"
In emails, Lyons did not address why Braden specifically was chosen for the cover but defended his inclusion by saying that news stories and his obituary did not mention his cause of death.
Hundreds of deaths are cited in the book, though Lyons said it only attributes nine of them to the vaccine. Lyons said Braden’s death and others are never explicitly attributed to the vaccine, and that the book explores many possible reasons for deaths that have appeared in headlines since 2021.
Still, the book several times refers to its “thesis” that mass administration of COVID-19 vaccines caused a spike in deaths. Braden’s parents said his appearance in the context of the book implies he died of the vaccine, putting his death in a false light.
Anti-vaxxers are very dedicated and put out a lot of material. People see this and assume that there must be something to what they're saying. How can they produce so many books, papers, and podcasts if vaccines are safe? What's wrong with opening up a debate?
You'll never have the time to go through all of their claims. The thing to realize is that these are some of the stupidest and most dishonest people in public life. They've been shunned from mainstream institutions for good reason, and it's a troubling sign that they're now being given political power.
If you think elites are the problem, know that they at least want nothing to do with anti-vaxxers. I consider this a litmus test. The degree to which institutions reject these people can be taken as a direct measure of how well they're functioning.
CMDR MrIndigo retweeted
The @EliteDangerous Imperial Cutter with a ship kit and the super rare mirrored chrome paint job is a thing of beauty.
CMDR MrIndigo retweeted
Former @FBI assistant director of counterintelligence @FrankFigliuzzi1 just came up with a critically important, urgent, inspired and genius idea.
@POTUS @JoeBiden should *order* FBI background checks of Trump’s Cabinet picks immediately.👇🏼
msnbc.com/opinion/msnbc-opin…
CMDR MrIndigo retweeted
“She was a high school student and there were witnesses.”
newrepublic.com/post/188426/…
CMDR MrIndigo retweeted
Republican Senator Markwayne Mullin changes his position on vaccines, says they might cause autism. This is a watershed. The stupidity cannot be contained, everything that infects MAGAworld can cross the barrier into normie GOP talking points. So dark.
CMDR MrIndigo retweeted
Taking testosterone medications without hypogonadism IS taking anabolic androgenic steroids 🤦🏼
He doesn’t have hypothalamic-pituitary-testicular disease. It is not, “replacement”,” therapy if not pathologically deficient
Replying to @CraigBrockie
2. Testosterone Replacement Therapy (TRT)
RFK Jr uses TRT as part of his anti-aging protocol. But he clearly said it's not steroids.
Here's how he describes it:
CMDR MrIndigo retweeted
A common refrain I hear is:
The current children vaccine schedule has “too many vaccines, given too soon.”
The truth: current schedule, despite more vaccines, has a MUCH LOWER “immune burden” than previously.
In 1980: 3041 targets
In 2000: ~125 targets
immunizebc.ca/sites/default/…
CMDR MrIndigo retweeted
this stuff is dumb/driven by cruelty rather than a desire for efficiency
it’s like deleting text files to clean your hard drive
This quoted post is unavailable.
CMDR MrIndigo retweeted
we’re at severe risk of taking the wrong lesson away from this whole inflation debacle
CMDR MrIndigo retweeted
Misinformation about GE crops is rampant. Some facts:
GMOs do NOT change our DNA.
Or cause cancer.
Or autoimmunity.
Or inflammation.
Or any health issues blamed on them.
Every organism has DNA, so you’re always eating DNA. Your body digests it the same.
news.immunologic.org/p/gmos-…
CMDR MrIndigo retweeted
It seems President Biden has approved Ukraine's use of U.S. long-range missiles to strike targets within Russia.
After enduring 33 months of relentless Russian aggression on Ukrainian soil, Ukraine is now taking the fight to defend itself more assertively.
Perhaps Republicans who are quick to shout WWIII and criticize Ukraine for striking inside Russia should reserve some of that outrage for Putin, who has been bombing Ukraine with impunity for nearly three years.
In the end we all want peace, but Sovereign nations can't be overrun by madmen.
CMDR MrIndigo retweeted
Let’s not forget the other allegations against Matt Gaetz aside from him sleeping with a 17 year-old.
According to the House Ethics Committee, they were also looking into “illicit drug use, accepted improper gifts, dispensed special privileges and favors to individuals with whom he had a personal relationship, and sought to obstruct government investigations of his conduct.”
They need to release the report.
































