Auto-aggregated global tech articles · 1,233 posts
DevOps
For a long time, monitoring just meant staring at dashboards and waiting for something to flash red. Engineers tracked things like CPU usage, memory, response times, error rates, and uptime. If a number crossed a certain line, you’d get an alert. Then, someone dived in to figure out what was wrong.
Industry
https://web.archive.org/web/20260903235256/https://gizmodo.c... Comments URL: https://news.ycombinator.com/item?id=49558086 Points: 39 # Comments: 25
Open Source
Hello everyone! Some of you might remember DroppedNeedle, my self-hosted, all-in-one music app I've been building since October last year. Just a quick update because the last few weeks have been big: DroppedNeedle now runs on BrainzMash, a public read-only MusicBrainz pool, instead of hammering the
General
The ring maker says that its business has shown significant revenue growth over the past year.
AI & ML
Until recently we spent on language models the way most teams do. Pick the strongest model, make it the default, move on to the next fire. Then we instrumented production traffic and looked at where the money actually went. One frontier model, gpt-4o, was carrying 77 percent of our production calls
AI & ML
Disclosure: Software Sausage is our product and publishes these recipes. The kits are free and MIT-licensed. AI tools helped draft and edit this article; the workflow status and evidence limits are stated below. Most AI workflow lists answer the easiest question: which tools can be placed next to e
General
An end-to-end RAG score can show that answer quality changed. By itself, it cannot tell you where to begin investigating. The evidence returned to the model may be wrong, or the model may have mishandled good evidence. One aggregate number hides that distinction and leaves retrieval, reranking, prom
Industry
The company published a form on its website Thursday soliciting info from people who are interested in "Cybercab fleet vehicle purchasing."
DevOps
I’m sharing HaloLog, a structured logger I have developed for three years and run inside an interoperability project for the past two. Its goal is low-overhead structured logging without trading away JSON correctness, race safety, configured PII masking, or compile-checked telemetry fields. This is
AI & ML
OpenAI's publicly documented work on Astra points to a high-capability AI system being evaluated through a cybersecurity and safety lens. The clearest official account is OpenAI's Path to Astra, published September 1, 2026. It describes Astra reaching a critical cybersecurity capability threshold un
AI & ML
Most AI coding tutorials stop at "ask the agent to write code". This one is about giving the agent a tool it can call, an MCP server, so it can send and verify one-time codes while you're still building. I work at MyOTP.App and this uses our server, so read it with that in mind. If you're on Claude
