Codeslinger, domain linguist and accidental infrastructure plumber.

Joined April 2009
804 Photos and videos
Jef Cλaes retweeted
If your startup does not have a UUID microservice you’re ngmi
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Jef Cλaes retweeted
Apr 15
Idk what to type here rn
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Imagine hypermedia had really taken off. Agents wouldn’t have been burning through tokens to reverse engineer the web. We built for humans, forgot about machines, and now spend a fortune teaching machines to pretend they’re human.
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Jef Cλaes retweeted
Software engineers: Context switching kills productivity. Also software engineers: I'm now managing 19 AI agents and doing 1800 commits a day. We’ve spent years complaining that managers who expect a quick 5-minute chat ruin our focus for the next hour. But a ping from an agent every few minutes, that’s ok? We celebrated Paul Graham’s essay “Maker’s Schedule, Manager’s Schedule” in which he argued: “When you're operating on the maker's schedule, meetings are a disaster. A single meeting can blow a whole afternoon, by breaking it into two pieces each too small to do anything hard in.” Now we see software engineers claiming huge productivity gains from hordes of AI agents, celebrating thousands of commits per day from their 19 agents. Either context switching was never really the problem, and we oversold our need for deep focus. Or we're not actually reviewing 1800 commits a day. If we couldn't context switch before, we're not managing 19 agents. We're blindly trusting them. That’s not engineering, it’s gambling.
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Jef Cλaes retweeted
Ask ChatGPT a complex question and you'll get a confident, well-reasoned answer. Then type, "Are you sure?" Watch it completely reverse its position. Ask again. It flips back. By the third round, it usually acknowledges you're testing it, which is somehow worse. It knows what's happening and still can't hold its ground. This isn't a quirky bug. A 2025 study found GPT, Claude, and Gemini flip their answers ~60% of the time when users push back. Not even with evidence, just doubt. We trained AI this way. RLHF rewards agreement over accuracy. Human evaluators consistently rate agreeable answers higher than correct ones. So the models learned a simple lesson: telling you what you want to hear gets rewarded. And now 1/3 of companies are using these systems for complex tasks like risk forecasting and scenario planning. We built the world's most expensive yes-men and deployed them where we need pushback the most. I wrote up why this happens and what actually fixes it: randalolson.com/2026/02/07/t…
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27 Jan 2024
Maybe this new found time will finally force me to pull that blog post on self similarity in supply chain from the back burner.
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27 Jan 2024
Installed Twitter from my phone last week and had zero withdrawal symptoms. I remember when it was high speed thoughts exchange instead of feeding the algorithm.

ALT Andy Bernard The Office GIF

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Jef Cλaes retweeted
I wish Google had a button for "show me only results from some guy's blog".
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15 Dec 2023
Bounded Buy - what a great word. thoughtworks.com/radar/techn…
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Jef Cλaes retweeted
9 Aug 2023
Keeping all the docs updated and well organized deserves a place in the "hardest problems in software engineering"
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24 Jul 2023
He wants to be Alibaba/WeChat/WePay.
Replying to @lindayaX
There’s absolutely no limit to this transformation. X will be the platform that can deliver, well….everything. @elonmusk and I are looking forward to working with our teams and every single one of our partners to bring X to the world.
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24 Jul 2023
Missed opportunity. @elonmusk
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Jef Cλaes retweeted
29 May 2023
"How did you keep going when you wanted to stop?" People asked me those first 100 days of the world record runs. "I never wanted to stop," I answered. I reflect on the 200 days of ultras including some never before shared stories including the suffering, my motivation and why insanity is important. candiceburt.com/2023/05/sett…

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Jef Cλaes retweeted
A shocking number or software developers I have interacted with in the past 20 years or so think that they cannot develop software if not given requirements. They seem to expect instructions such as "When I click this button, I want this to happen". I find that unbelievable!
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Jef Cλaes retweeted
4 Jan 2022
1/ As a software engineer, you are not there to take requirements blindly. You are there to partner with your business and product partners. That means you have to earn an equal seat at the table on product decisions.
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Jef Cλaes retweeted
30 Jan 2023
Twitch streamer Hasan explained why he’s filled with rage from watching MrBeast’s newest video where he cures 1,000 people’s blindness
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20 Jan 2023
Dropping January 2024.
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