TECH NEWS
The Question Nobody Asks Out Loud There is a question that surfaces in every engineering team, in every company, in every codebase larger than a weekend project: “Where does this go?” Not where should it go in theory. Where does it actually belong right now, given the directories that already
TECH NEWS
AI researchers are quitting, labs are talking about slowing down, governments are worried about China, and everyone has an incentive to keep accelerating anyway. Maybe we have been looking at the AI alignment problem one layer too low. We keep asking whether we can control superintelligence. The more immediate question
TECH NEWS
You have a weekend, maybe two. You have an idea that works on Solana. And now Colosseum has told you that idea could also compete for prize money on Ethereum, Hyperliquid, Base, Arbitrum, Robinhood Chain and more, if you can get it there in time. That's the actual
TECH NEWS
I built a movie recommender for people who can't describe their own taste, a dead feature taught me a lot about dense vector spaces. It is often difficult for people (me) to say what films they really like when asked. It's not a malicious lie, but
TECH NEWS
Most of what breaks AI systems in production has nothing to do with the model. I spend a good chunk of my job reviewing code: production systems and open-source contributions as an engineer, plus the code behind systems and software papers as an academic peer reviewer. No matter the context,
TECH NEWS
Twenty years ago, most of the web ran in the clear. Anyone on the path could read the page, and nobody could prove which server they were talking to. The fix was not a law and not a detector. It was a protocol with a trust layer around it, and
TECH NEWS
You don't implement consensus, but you operate it every day — etcd, Consul, CockroachDB, Kafka's KRaft. This is the mechanism behind the elections, the read-only clusters, and the fsync obsession: enough Raft to turn its surprises into diagnoses. The cluster is up. Every node reports healthy. It&
TECH NEWS
I spent a morning connecting a session-recording tool to a product search engine I run, expecting to learn something about user behaviour. Instead it handed me a list of JavaScript errors, and every single one turned out to be a bug that had been in production for weeks while every
TECH NEWS
I have spent a good chunk of the last few years building and defending medallion lakehouses. Bronze, silver, gold, the whole ritual. And honestly, it works. It is a genuinely good pattern for turning messy operational exhaust into something a BI team can trust. But somewhere around the third time
TECH NEWS
Chances are you, as a product manager or a startup founder, took some time to learn about designing A/B tests to make informed decisions about which features land, and which need to be thrown in the bin. But there’s one thing you may have noticed doing a Coursera
TECH NEWS
For a while, my workflow for building ML applications with coding agents looked something like this: Write a prompt. Wait for the agent to make changes. Open the diff. Read the code. Try to understand what changed. Run it. At the beginning, this worked surprisingly well. The changes were small,
TECH NEWS
Designing a browser handoff means separating permission, local execution, and effects that a local scheduler cannot undo. Imagine a browser agent clicking Save in an administration interface. Before the confirmation arrives, its permission to control the browser expires. A human wants to take over. What, exactly, has stopped? The agent
