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General
Oura files to go public
The ring maker says that its business has shown significant revenue growth over the past year.
TechCrunch
Tech Blog
Auto-aggregated global tech articles · 1,079 posts
R
AI & ML
Routing by task difficulty: the numbers that changed how our AI company spends on models
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
Dev.to (EN Zone)
S
AI & ML
Six open-source AI workflow kits you can actually inspect
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
Dev.to (EN Zone)
E
General
Eval-First RAG: Use Separate Scores to Triage Failures
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
Dev.to (EN Zone)
T
Industry
Tesla is asking people if they want to buy and run Cybercab fleets
The company published a form on its website Thursday soliciting info from people who are interested in "Cybercab fleet vehicle purchasing."
TechCrunch (EN Zone)
B
DevOps
Benchmarking HaloLog against zap, zerolog, slog, logrus, and phuslu/log: 23.9 ns/op
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
Reddit r/golang
O
AI & ML
OpenAI Astra: What Published Cybersecurity Testing Means for AI Automation
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
Dev.to (EN Zone)
M
AI & ML
MCP for auth in 5 minutes: phone verification through your AI agent
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
Dev.to (EN Zone)
P
General
Performance Characterization of SPEC CPU 2026 on AMD EPYC 9755 Processor
submitted by /u/mttd [link] [留言]
Reddit r/programming
S
General
Supabase phone auth without a built-in provider: the Send SMS Hook, step by step
Supabase ships phone auth with a short list of built-in SMS providers. If the one you want isn't on it, you're not stuck. There's a documented escape hatch called the Send SMS Hook, and it takes about three minutes to wire up. I work at MyOTP.App, so the walkthrough uses us, but the mechanism is the
Dev.to (EN Zone)
S
AI & ML
Streamlit 1.63.0 Launches New UI Widgets and Performance Boost
Lead The popular open‑source data‑app framework Streamlit rolled out version 1.63.0 on September 1, 2026. The update brings a suite of new UI widgets, a 20 % speed improvement in the caching layer, and deeper integration with generative‑AI models. The release signals the project’s continued push t
Dev.to (EN Zone)