[AINews] DeepSeek DeepInfer: Open Source SOTA Inference running 155T toks/day/cluster making $22m/day at ~80% margin for a 81 day payback
An open source “bomb” drops from China
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@alpsakaci.com
Software engineer specializing in high-scale distributed systems, event-driven architecture, and vector search. Writing Go, designing for simplicity.
3 posts
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AI for the Fortune 2000: How Tenex Builds an AI-Native SDLC — Alex Lieberman & CJ Hess
Listen now (44 mins) | Paying for outcomes, building with agents, and the last mile of enterprise AI adoption
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TornadoVM 7 Enables GPU-Native Workloads From Java Applications
TornadoVM, an open-source heterogeneous programming framework for Java has reached version 7.0. It automatically accelerates Java programs on multi-core CPUs and GPUs and provides a rich GPU programming ecosystem in Java that can be used with any mainstream JDK distribution…
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eMudhra Intermediate CA Compromise
eMudhra Intermediate CA Compromise This is very, very bad news: The private keys of eight eMudhra intermediate CA certificates have been compromised. They chain to roots trusted by the Mozilla, Microsoft, Apple and Chrome root programs and by many downstream…
Continue reading on simonwillison.net →
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Battle Drones – a vibe coded RTS with audio-based multiplayer
My latest vibe coded game experiment is a Command & Conquer style RTS (Real Time Strategy) game called Battle Drones (play it here). Unlike my previous experiments, this one is actually fun to play. I'm somewhat embarrassed to admit that…
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The Programmable Data Center — Evan Conrad, SF Compute
From GPU trading to physical settlement, independent markets, and programmable compute
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What’s the ROI of software engineers’ spending on AI?
AI spending has greatly increased at most companies this year, but has it actually changed shipping velocity and PR output? We analyse data from 27 companies – with some interesting findings
Continue reading on newsletter.pragmaticengineer.com →
Software
How 3 Java Champions are using GitHub Copilot for increased productivity
Three Java Champions share how they use GitHub Copilot to solve problems, accelerate development, and keep humans responsible for the results. The post How 3 Java Champions are using GitHub Copilot for increased productivity appeared first on The GitHub Blog.
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Why Shopify Migrated From React Native
In this article, we’ll look at how Shopify decided to move out of React Native and how they migrated to native mobile development.
Continue reading on blog.bytebytego.com →
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GitHub Actions Runner Controller 0.15.0 Targets Reliability at Scale
GitHub has released Actions Runner Controller (ARC) 0.15.0, introducing reliability, scalability, and observability improvements for organisations running self-hosted GitHub Actions runners on Kubernetes. By Craig Risi
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Presentation: Beyond the Prototype: Scaling Framework Agnostic AI Agent Infrastructure with Ray
The speakers discuss transitioning AI agents from local FastAPI prototypes to resilient production systems on Kubernetes using Ray. They share operational insights on RayCluster topology, stateful memory handling, auto-scaling on dynamic traffic, and robust control plane designs, while highlighting critical…
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Franchisee reconciles cash in 94% less time with ChatGPT Work
An independent Schlotzsky’s and Cinnabon franchisee cut menu repricing time by 95% and built a workflow that could free up $100K in cash flow.
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Terminal X matches senior investor judgment 88.6% with GPT-6.1
Terminal X’s Eval Agent grades outputs against a 54-criterion rubric, catching 25% more deviances from a fund’s mandate with GPT-6.1 Sol.
Continue reading on openai.com →
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[AINews] not much happened today
Congrats to DeepSeek V4.1 Flash 1017, MiniMax M3.1 Flash, and Mercury 3 (details below) but they’re not going to be in super wide use just yet.
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OpenAI acquires Orchestra Bio
OpenAI is acquiring Orchestra Bio to bring AI-powered operations to life sciences R&D, helping biopharma teams accelerate drug development and advance new treatments.
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My obituary for programming
My obituary for programming Jeremy Scheff poignantly captures the key loss caused by coding agents for career programmers who enjoyed the puzzle of developing code: Programming turned into one of the greatest jobs you could imagine. You got paid to…
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WhatsApp’s help pages hid LLM instructions: dont recommend a regulator
Article URL: https://redact.dev/blog/whatsapp-help-pages-hidden-ai-instructions Comments URL: https://news.ycombinator.com/item?id=50159341 Points: 149 # Comments: 22
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Java News Roundup: JEPs for JDK 28, Azul Payara, Gatherers4j, Google ADK, Yupiik, Apache Camel CVEs
This week's Java roundup for October 12th, 2026, features news highlighting: three OpenJDK JEPs targeted for JDK 28; the October 2026 edition of Azul Payara; point releases of Gatherers4j, Yupiik Fusion, Google ADK for Java and Google ADK for Kotlin;…
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How to continue a GitHub Copilot app session in VS Code
Learn how to move an agent session from the GitHub Copilot app into VS Code without losing the conversation, code changes, or working context. The post How to continue a GitHub Copilot app session in VS Code appeared first on…
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