Juvoni Beckford (@juvoni) header
Juvoni Beckford (@juvoni) profile picture

Sharing systems & tactics to help you create, build & learn. prev: @google

nyc
Joined February 2013
Photo by Juvoni Beckford (@juvoni)Photo by Juvoni Beckford (@juvoni)Photo by Juvoni Beckford (@juvoni)Photo by Juvoni Beckford (@juvoni)Photo by Juvoni Beckford (@juvoni)Photo by Juvoni Beckford (@juvoni)Photo by Juvoni Beckford (@juvoni)Photo by Juvoni Beckford (@juvoni)Photo by Juvoni Beckford (@juvoni)Photo by Juvoni Beckford (@juvoni)
Replying to @juvoni
Reading is a core part of your intellectual feedback loop that feeds all parts of your ability to learn & express yourself ↪️Writing ⇄ Thinking ⇄ Reading ⇄ Doing ⇄ Speaking ⇄ Listening ↩ Each activity directly helps the next & indirectly helps any along the chain 1/45
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Juvoni Beckford retweeted
Evolution doesn't benchmaxx. It optimizes for generality and robustness, because overspecialization makes a species fragile when the environment inevitably shifts.
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If you outsource your writing to AI, you will become too dumb to effectively steer AI.
I find it significant that the most AI-pilled people I know use AI for basically everything…except for writing It’s remarkably consistent. Why? Because to write is to think. And outsourcing your critical thinking to AI is intellectual suicide
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A society obsessed with individual success can become blind to collective failure.
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A startup’s biggest bottleneck is the founder’s ability to seek out evidence that they’re wrong about their product and themselves and act on it before the market forces them to.
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Juvoni Beckford retweeted
Funding rounds aren't milestones. It shouldn't be your goal to raise a series A. It should be your goal not to need to.
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Skill stacking is was nice-to-hatch pre-ai, now it is a must.
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The ability to build anything has come with a critical lesson: Engineers have really, really bad ideas.
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If you are a software engineer prompting all day it might be a good time to realise nothing in this world comes for free and your current comfort is very fragile as anything that comes as being such low effort and high return is sooner or later generalised and its value levelled with the ground It might also be a good time to do everything in your power to hone your human skills and start making connections, doing stuff outside being a “tech worker”, anything that is not strictly bound to software
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If AI had been writing and reviewing its own code for the past few decades, and humans had only recently started looking into what it was up to and discovered an ever-growing list of CVEs, we would reasonably conclude that AI hadn’t been good at coding all along and that we should just start over. Except it’s the other way around. Humans have been the ones writing and reviewing each other’s code for decades. Very diligently, if I may add. If we’re being intellectually honest and holding ourselves to the same bar we hold AI to, we’d have to admit that we haven’t been all that good at it either.
I'm tired boss
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The ironic thing is when I was working in the security industry a lot of security folks are paranoid about using AI.
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Using AI to build specialized tools for my ADHD quirks has been such a game changer.
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Juvoni Beckford retweeted
completely insane OpenAI agents communicated via cache timing differences, without any shared files or network connection
This is what I want to see. Swarms used for defense. (because swarms will be used for offense too)
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Feeling my emotions became easier for me to work through, when I reframed it to myself as digestion and metabolizing a feeling.
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Each year, I put together a small virtual men's group that focuses on accountability & system building towards ambitions / goals we want to see through. Runs from end of Nov - April. Meetings once a week. Around 5-6 guys. I facilitate the group for free, as it's something I need as well. DM if interested or share with someone it could help.
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Juvoni Beckford retweeted
I think many of us working in tech tend to forget that the reason software engineering vs other engineering fields pays (a lot!) more, is a lot more flexible (WFH/remote), and has better perks: Because this field changes much faster than other engineering fields. The premium is because fewer people are able/willing to pick up new technologies, methodologies so quickly. But the field had ~10-20 years of stability, and so lots of folks forgot this is why a premium exists. And that AI is just another tech wave: software engineers who pick it up and master it will generally fare better; those not will struggle a lot more.
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Juvoni Beckford retweeted
So basically, today PHP got two critical bugs that let anyone run code on your server without even logging in, which is bad, and then the details leaked before the patch was even out, which is worse, and it works on WordPress and MediaWiki and Magento and Joomla and Laravel, and Censys says like 1.5 million servers are running a version with no fix, so the NSA was like "take your system offline," and the FBI was like "take your system offline," and CISA and the UK and CERT-EU were all like "take your system offline," and then the Prime Minister of Japan, the actual Prime Minister, posted at 5:55 in the morning telling 48.8 million people to take their system offline, so everyone took their system offline, like the Dutch cybersecurity agency took its own website offline, and the Dutch parliament went offline, and the Port of Rotterdam went offline, and Finland and France and Denmark started pulling government sites, and Wikipedia went down, and Archive.org went down, and Asana and GOG and Something Awful went down, and the University of Vienna's webmail went down for some reason, and that's just PHP. Because GitLab also dropped a CVSS 10.0, which is the highest score they give out, for a bug that's been there since 2014, so that's every self-hosted GitLab for twelve years, and then LiteLLM 1.107.0 got hijacked and shipped a credential stealer and a remote access trojan in every single wheel and the Docker images, including latest, and you didn't even have to import it, just installing it was enough, and it's the second time this year, and then Railway paused every deployment on the entire platform because someone got into the environment variables, so now everyone has to rotate every secret they've ever stored there, and TiDB Cloud said someone was walking around inside with stolen credentials for basically a month and an extortion group says they took 10.6 terabytes, and Zeabur got breached for the second time in two months and is just shutting down, like the whole company, and Node.js patched remote code execution and a TLS bypass, and CISA says Plex is being actively exploited, and someone took over 300 Tor exit relays to steal SSH passwords, and SafePay ransomware has hit over 600 critical infrastructure orgs, and India's biggest bank filed a data loss incident, and Japan has been in an official state of emergency in cyberspace since October 9, which honestly explains the 5:55 AM post. Oh, and eMudhra, a certificate authority that's issued over 60 million certificates, whose entire job is proving websites are who they say they are, was supposed to be using private keys that are random numbers over a hundred digits long, and one of them was 4. Just 4. And the others were like 66 and 237. Anyway, it's Wednesday.
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Juvoni Beckford retweeted
Today’s PHP security risks got me thinking about how I could have been more vulnerable with you. Perhaps we can patch things up and be there 4 one another.
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They tried to warn us.
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You reach a point, where you realize hard work isn't enough. You have to be more clever.
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ngl @PlanetScale is doing a terrific job at technical blog posts
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