FreeToken Unlocks Frontier MoE Inference on Consumer Hardware via Dynamic Co-Execution
Researchers from UC Berkeley and MIT have developed FreeToken, an open-source inference engine that enhances the utility of Mixture-of-Experts model…
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Uber Builds GitFarm to Run Git Operations as a Service for Large-Scale Monorepos
Uber’s GitFarm provides Git operations as a centralized service, eliminating local repository clones across large scale monorepo workloads. The plat…
AKS Looks to Make Node Disruption More Predictable with New NAP Guidance
Microsoft is placing greater emphasis on controlling disruption in Azure Kubernetes Service (AKS) Node Auto-Provisioning (NAP), publishing new guida…
Audio Fingerprinting Discovered on Alibaba Websites While Debugging BLE Multipoint Disconnects
A recent discovery revealed that AliExpress employs silent audio streams for device fingerprinting, leveraging the Web Audio API. This technique inv…
Google Cloud Launches AI-powered Agents to Simplify Database Lifecycle Management
Google Cloud has introduced AI-powered Database Operations Agents, featuring an Onboarding Agent that streamlines database setup and an Observabilit…
Перезапустить недостаточно: как я сделал проверяемое автоматическое восстановление сервисов
restart-hook вернул 202, а сервис всё ещё не отвечает. Повторить запрос — рискнуть вторым перезапуском; закрыть инцидент — записать восстановление,…
Что изучить в начале осени: 34 открытых урока для тех, кто развивает карьеру в IT
Новые инструменты появляются быстрее, чем успеваешь их изучать: LLM, инфраструктура, фреймворки, подходы к разработке. Как выбрать то…
Cloudflare Wallets Arrives Late to x402, and the Spending Controls Stop at the Payment
Cloudflare announced Wallets, giving agents a stablecoin balance and spending controls, though only handle claiming is live and squatting complaints…
Presentation: Can Claude Fix Itself? Using LLMs for Incident Response
Anthropic reliability engineer Alex Palcuie shares practical lessons on using LLMs for real-world incident response. He explains where AI acts as a…
Diagrid Catalyst 2.0 Adds Durable and Verifiable Execution for AI Agents
Diagrid Catalyst 2.0 applies Dapr-based recovery, signed workflow history and execution attestation across several agent frameworks. Architects shou…
Kubernetes на практике: гайды и малоизвестные Open Source-инструменты
Гайды по Kubernetes: стратегии выкладки, GitOps, мониторинг и малоизвестные Open Source-инструменты. Обзор Glasskube, K0rdent, DeployKF и managed Ku…
Presentation: Continuous Delivery for Foundational Platforms
Ian Nowland discusses why conventional CI/CD practices break down for stateful, core infrastructure. Drawing from his leadership at AWS and Datadog,…
Автофикс проблем прода с ИИ без инженера
Пятница, вечер. Деплой ушёл, ты со спокойной душой уходишь домой. Утром открываешь дашборд: из 68 компонентов не работают 54. Александр Крылов, 12 л…
BMC Vulnerabilities Put Thousands of Servers at Risk of Hardware-Level Compromise
Security researchers are warning that thousands of enterprise servers could be exposed to compromise through vulnerabilities in their Baseboard Mana…
Cursor Releases Origin as an Agent-Native Alternative to GitHub
AI coding agent Cursor has launched Origin, a git based code hosting platform embedded inside its AI-powered editor, positioning it as an alternativ…
Beyond Embedded: How DuckDB v2.0 Shifts Architecture Toward Distributed Network Capabilities
DuckDB Labs has previewed DuckDB v2.0, codenamed "Cyanoptera." This release includes over 10000 commits and introduces a client/server mode, enablin…
Presentation: Prompt to Prod: Engineering an Autonomous SDLC at Scale
Andrew Swerdlow shares how Roblox scales autonomous software development from prompt to production. He discusses building robust security sandboxes,…
One pull to wipe them all
Q Developer is a free extension that lets a coding agent read a project, propose changes, and run commands on The post One pull to wipe them all app…
OVHcloud Raises Prices as AI Memory Demand Reprices Non-AI Infrastructure
OVHcloud will raise prices from September, with 2026-edition gaming servers up 87 percent and other recent servers 40 to 59 percent. Founder Octave…
DRAM Controller Register Manipulation Breaks CPU Memory Isolation
Security researcher Christopher Domas developed skitter-creek-bath-salts, an open-source hardware security tool that disrupts CPU privilege boundari…
The open mainframe: the keystone of the end-to-end digital enterprise
In the first article in this series, I discussed how the Open Mainframe Project (OMP) and its open-source framework, Zowe, The post The open mainfra…
Что нового в Claude Code: разбор восьми августовских релизов
С 13 по 21 августа Anthropic выпустила восемь версий Claude Code, с 2.1.232 по 2.1.239. Разбираю по порядку, что реально приехало: fork-субагенты с…
AI Code Review at Scale: LinkedIn's Multi-Agent Approach
At LinkedIn's scale, relying solely on human reviewers or simply putting an off-the-shelf AI reviewer in front of GitHub is not an effective way to…
Как научить ИИ разгребать метрики, пока дежурный допивает чай
Полчаса паники, десяток дашбордов и один вопрос без ответа: что вообще происходит. Именно столько в среднем уходит на то, чтобы просто подтвердить и…
Cloudflare Turns Engineering Standards Into an AI-Enforced Control System
Cloudflare has recently detailed how it is using AI to transform internal engineering standards from passive documentation into an actively enforced…
Presentation: Enchant Your AI and APIs with eBPF Magic 🪄
Dan Finneran discusses the risks of unowned AI-generated code in production and demonstrates how eBPF can intercept and control AI API traffic in Ku…
Azure DevOps Remote MCP Server Reaches GA, Without Support for Claude, ChatGPT, or Cursor
Microsoft has made the Azure DevOps Remote MCP Server generally available, offering a hosted endpoint into work items, repos, and pipelines with not…
S3 Compatibility Doesn't Guarantee S3-Level Security
Security researchers at Wiz recently examined S3-compatible object storage services across six popular neoclouds, revealing significant security gap…
Presentation: Why Fetch When You Can Sync? Building Local-First Apps on a Sync Engine Architecture
James Arthur shares why sync is the next frontier in frontend architecture. He explains how extending reactivity to the server with Electric and Tan…
Flux Mirror Uses Gitless GitOps to Keep Software Supply Chain Under Control
Flux has introduced Flux Mirror, a CLI plugin that mirrors container images, Helm charts and OCI artifacts between registries from a declarative con…