AI Infrastructure news and analysis on Web Pulse: 35306 curated articles tracking the latest AI Infrastructure developments, tools, and research, updated continuously from vetted sources.
A security engineering perspective on deploying large language models (LLMs) into production outlines a tripartite architecture for AI guardrails, including input sanitization, model alignment, and output validation, to …
A developer has released Ferrum, an MIT-licensed Rust-based local LLM inference server that provides a private OpenAI-compatible endpoint on Apple Silicon. The tool, installable via Homebrew, supports models like Qwen3.5…
A developer built Base2026, a source-backed expert-video search tool on Cloudflare, using D1, R2, Queues, Workflows, and Workers AI for transcription. The platform offers deterministic retrieval with attributable finding…
VMware Cloud Foundation Chief Product Officer Paul Turner urged enterprises to move AI workloads to private cloud to escape unpredictable token-based billing, saying 'We should stop talking about tokens' and that private…
Baseten's technical breakdown of LLM inference efficiency identifies two categories of engineering choices: those that trade latency for throughput, such as batch sizing, tensor parallelism, expert parallelism, and atten…
An engineer details the architecture and engineering discipline required to move an LLM application from prototype to production, addressing scaling, rate limits, and failure modes. The piece uses a case study of an e-co…
OpenAI is experiencing an outage affecting its Codex product, with users receiving 'Selected model is at capacity' errors for about 30 minutes, according to a Hacker News post by user rcleveng. The company's status page …
A forum user reports running an off-grid AI setup with a 3.8 27b Q8 model across five GPUs (1x5060/8GB, 2x3060/12GB, 1x1660s/6GB, 1x1070/8GB) at 550W, powered by a Renogy 2000W inverter, two 220Ah 24V LiTime batteries, a…
HybridInfer, a local-first LLM router that falls back to a remote OpenAI-compatible endpoint when local inference stalls or fails, has been released as a Python package (pip install hybridinfer) with an OpenAI-compatible…
Baseten, the AI inference company valued at $13 billion, published a technical framework on September 1st that distinguishes genuine efficiency gains in large language model inference from tradeoffs that merely shift cos…
Japan's AI-driven economic revival plan, championed by Prime Minister Sanae Takaichi with a $640 billion investment target, is facing a reality check in Kitakami, a rural city 500 kilometers north of Tokyo, where the imp…
Anthropic resolved an issue in which users who reached a zero usage-credit balance saw delays in newly purchased credits becoming available, causing some Claude API requests to erroneously return 'credit balance is too l…
Databricks has released the Big Book of AgentOps, a guide to the people, processes, and technologies needed to deploy governed and reliable AI agents at enterprise scale, covering architecture, evaluation, observability,…
The server market hit a record $444 billion in 2025, with Q1 2026 revenue up 30%, but half of that revenue comes from ODM hardware sold to hyperscalers, leaving general-purpose enterprise servers a smaller segment. Stora…
East River Source Control (ERSC) named Martin von Zweigbergk, creator of the Jujutsu (jj) version control system, as its Chief Technology Officer, betting that its new ERSC Storage server will replace Git's server layer …
Mcptunnels, a new tool described as 'ngrok for MCP,' aims to provide stable, secure tunneling for Model Context Protocol (MCP) servers, addressing the flakiness of existing methods when exposing local AI tools to LLM age…
Opsera Inc. announced Opsera Forge, an AI-powered software modernization platform, claiming it reduces the drag of legacy systems by integrating governance, automation, and AI-ready intelligence across existing toolchain…
A developer demonstrates how to self-host a bring-your-own-key (BYOK) LLM gateway using the open-source LiteLLM proxy, which routes OpenAI-compatible requests to configured providers with minimal overhead. The post compa…
Supermicro is selling a desktop-or-rack workstation built around Nvidia's GB300 Grace Blackwell Ultra superchip for $92,887.47, before tax and shipping, a price roughly seven times the $12,299 listed for a Mac Studio wit…
The State of Local AI Report, updated monthly, maps what AI models can run on user-owned hardware, finding that memory bandwidth dictates decode speed while compute dictates prefill speed, with an RTX 5090 achieving ~142…