AI Infrastructure news and analysis on Web Pulse: 32683 curated articles tracking the latest AI Infrastructure developments, tools, and research, updated continuously from vetted sources.
Nexus Labs reduced time-to-first-token (TTFT) from 480ms to 110ms on one tenant by enabling vLLM's prefix cache for agent workloads, while another tenant saw no improvement. The discrepancy was caused by Tenant B's agent…
Dory has added support for Oracle Database, enabling users to connect and work with Oracle alongside other data sources in a unified workspace. The integration supports the full data workflow, including browsing schemas,…
AirSense AI is building a self-improving orchestration layer for its hyper-local air quality intelligence dashboard using Hermes Agent by Nous Research. The agent solves IoT data pipeline challenges by automatically lear…
Researchers have developed ThriftAttention, a mixed-precision attention algorithm that selectively computes only 5% of query-key blocks in FP16 precision while processing the remaining 95% in FP4, recovering 89.1% of the…
Philippine enterprises are converging on a four-layer sovereign AI architecture—compute, vector databases, API gateways, and governance systems—to meet regulatory mandates from BSP Circular 1189, DICT’s Cloud First Polic…
A new open-source Kubernetes cost monitoring tool called Burn provides real-time spot pricing per instance type, AI-powered cost analysis, and Slack integration without requiring cluster agents or configuration files. Th…
A developer benchmarked Google's Gemini 3.5 Flash model on a data aggregation task involving 208 user objects and 72,286 tokens of JSON, finding the bare model delivered mathematically precise results but consumed 72,361…
Packt Publishing released a code repository for "Operational AI with Docker: LLMOps, Agents and Multi-Model Systems with Docker and Kubernetes," providing hands-on examples for building and deploying AI applications usin…
Spring AI's streaming support combined with Server-Sent Events (SSE) reduces perceived response time for AI chatbots from 8 seconds to 200-500 milliseconds for the first token. The approach, demonstrated with a Spring Bo…
Anthropic's Model Context Protocol (MCP) is an open standard that provides a universal interface for AI agents to securely connect to external tools, data sources, and applications. The protocol eliminates the need for c…
A Hacker News user is seeking recommendations for an LLM API provider as an alternative to OpenRouter, specifically for teaching physics tasks like checking assignment consistency and clarifying concepts. The user requir…
A developer explains that understanding seven core AI metrics—parameters, tokens, FLOPS, TOPS, and FLOPs—is essential for avoiding costly deployment mistakes, such as choosing a 70B-parameter model that runs on a laptop …
Zed users can now run local AI models directly within the editor, offering complete data privacy, predictable costs, and always-available access without reliance on cloud providers. The company reports local model usage …
Nilbox launched a desktop sandbox that runs untrusted AI agents inside a full virtual machine with real VM isolation, not containers. The tool uses a zero-token architecture where API keys never enter the guest environme…
AWS MCP Server, which reached general availability in May 2026, now enables AI agents like GitHub Copilot to execute irreversible AWS operations—including terminating EC2 instances, deleting RDS databases, and removing S…
LuisCore has released a recursive cognition infrastructure designed as a shared substrate for LLM-driven agents, MCP servers, and multi-agent orchestrators. The system exposes a single machine-readable JSON file at `http…
A developer has outlined an enterprise decision intelligence architecture that treats binary classification thresholds as operational controls rather than mere technical parameters. The architecture shifts focus from mod…
A new industry definition classifies an Agent Endpoint as any addressable point where another agent can contact a business and transact under delegated authority. Unlike a website, chatbot, or API, it functions as a cont…
Mcp-probe v1.6.0 ships with a stricter `mcp-probe doctor` command that now validates GitHub Actions workflows for proper CI gate configuration. The update checks that workflows include `actions/checkout@v6`, a `--config …
AgentBrew launched as a centralized Model Context Protocol multiplexer that lets AI developers configure tools once and use them across multiple agents including Claude Code, Gemini CLI, and Cursor. The open-source tool …