Building better AI tools
I’ve been reading this week about how humans learn, and effective ways of transferring knowledge. In addition, I’ve also had AI in the back of my mind, and...
The latest blog posts to take off on Hacker News. 3,091 posts.
I’ve been reading this week about how humans learn, and effective ways of transferring knowledge. In addition, I’ve also had AI in the back of my mind, and...
A subset of AI markets have crystalized in the last 12 months, with the likely market leaders for the next year or two suddenly clear
Let me get one thing out of the way immediately: LLMs are helpful. This isn't about whether LLMs can write code. They can. It's about why vibe coding might be the worst career investment you'll make.
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Then what happens if AI is doing the writing and reading?
I've built 12+ AI agent systems across development, DevOps, and data operations. Here's why the current hype around autonomous agents is mathematically impossible and what actually works in production.
From DeepSeek-V3 to Kimi K2: A Look At Modern LLM Architecture Design
We need to augment our command line tools and design APIs so they can be better used by LLM Agents. The designs are inadequate for LLMs as they are now – especially if you're constrained by the tiny context windows available with local models.
Feeding slop is an act of war
How do the sizes of local LLMs compare to the size of offline Wikipedia downloads?
The future of software development might just be jazz. Everyone improvising. Nobody following the sheet music.
One man's struggle with his mortality.
Disclaimer: I am a book publisher & I love technology.
AI capex is so big that it's affecting economic statistics, boosting the economy, and beginning to approach the railroad boom
One of my favorite AI dev products today is Full Line Code Completion in PyCharm (bundled with the IDE since late 2023). It’s extremely well-thought out,...
Hatching... Cursor Shenanigans Cursor, my beloved, started rate limiting shenanigans a few days back. For a good 2 weeks after June 16, 2025, we had almo...
what can language model embeddings tell us about whales speech, and decoding ancient texts? (on The Platonic Representation Hypothesis and the idea of *universality* in AI models)
Proposal & discussion of how default mode networks for LLMs are an example of missing capabilities for search and novelty in contemporary AI systems.
Back in high school, I remember receiving an email for a study guide from a friend. Instead of the PDF coming attached, it was a link to a site called Dropbox.
ymichael's personal site
I wanted to share my reflections because there's a lot of smoke and noise around what OpenAI is doing, but not a lot of first-hand accounts of what the culture of working there actually feels like .
Have you ever argued with someone who is seriously good at debating? I have. It sucks. You’re constantly thrown off-balance, responding to a point you didn’t expect to. You find yourself defending the weak edges of your argument, while the main thrust gets left behind in the back-and-forth, and you end up losing…
Marko Elez , a 25-year-old employee at Elon Musk’s Department of Government Efficiency (DOGE), has been granted access to sensitive databases at the U.S. Social Security Administration, the Treasury and Justice departments, and the Department of Homeland Security. So it should fill all Americans with a deep sense of…
Metr recently published a paper about the impact AI tools have on open-source developer productivity[^1]. They show that when open source developers working in codebases that they are deeply familiar with use AI tools to complete a task, then they take longer to complete that task compared to other tasks where they…
I have previously blogged about the relatively new trend of AI slop in vulnerability reports submitted to curl and how it hurts and exhausts us. This trend does not seem to slow down. On the contrary, it seems that we have recently not only received more AI slop but also more human slop. The latter … Continue reading…
the AI talent wars challenge the shared trust and mission that aligned founders, employees, and investors
| Learn how to implement OpenAI-style tool calling — from raw REST to elegant Spring AI annotations. Includes real code, diagrams, and…
I was expecting this to be pretty bad - but it actually came out quite nicely!