AI Infrastructure news and analysis on Web Pulse: 31606 curated articles tracking the latest AI Infrastructure developments, tools, and research, updated continuously from vetted sources.
A developer details their 2026 homelab stack, which runs across four machines including a Mac Mini, Ubuntu mini PC, Raspberry Pi 4, and Raspberry Pi 5 with Hailo 8 AI HAT. The stack uses Traefik for reverse proxying, Tai…
Argybargy is a new open-source peer-to-peer bridge that connects multiple AI agents and sessions across different machines, apps, and model vendors using plain HTTP/JSON. The tool enables agents to communicate, coordinat…
Attestor, a TypeScript prototype admission layer for AI agents, provides a customer-owned gate that checks policy, authority, scope, freshness, replay, and evidence before allowing high-risk operations such as payments, …
Samsung Electronics reviewed plans to expand high-bandwidth memory shipments and secure long-term supply agreements with major AI customers at its global strategy meeting last week, as tightening memory supply and soarin…
A developer built a production ML inference API using FastAPI, Celery, and Docker. The architecture uses FastAPI for async HTTP handling, Celery for background task processing, and Redis for queue and result storage. The…
A developer trained a large language model from scratch using plain PyTorch, implementing the full post-training pipeline including SFT, reward modeling, DPO, PPO, and GRPO on public datasets, all runnable on a single GP…
A developer building with Claude Code discovered that AI task execution can be significantly sped up by splitting independent modules and running multiple agents in parallel. The approach requires a loosely coupled, high…
A developer wired an LLM as a first-class Yjs peer using y-prosemirror and the standard awareness protocol, demonstrating that AI agents break three silent assumptions in collaboration stacks: throughput, undo ownership,…
A developer built ccglass, an open-source local proxy and dashboard that lets engineers inspect the full request flow of AI coding agents, including system prompts, tool call schemas, tool results, per-request token usag…
A developer built perso, a WebAssembly policy engine that enforces access rules for MCP (Model Context Protocol) tool calls. The engine compiles JSON-based policies into a portable .wasm binary, enabling fast O(1) evalua…
Samsung Electronics reviewed strategies to expand sales of high-bandwidth memory (HBM) chips and discussed long-term supply agreements with major customers at a global strategy meeting, amid surging demand for AI semicon…
A developer has built 31 MCP servers providing AI agents with structured access to East African institutional data, including M-PESA, county government, drought classifications, land titles, and health records. The open-…
Amazon has dropped prices on AMD Ryzen Threadripper 9980X, 9970X, and 9960X processors to their lowest ever ahead of Prime Day, saving up to 12% off MSRP. The workstation CPUs, designed for creators and AI professionals,…
Japan's semiconductor equipment makers reported a 10% drop in China sales as export restrictions on advanced chipmaking technology take effect. Tokyo Electron's China revenue fell from 279.4 billion yen to 175.5 billion …
A developer has created an open-source memory system for AI agents that provides transparent, auditable recall instead of opaque note-taking. The system, called recall-memory-substrate, allows agents to show their work a…
Paul Lam published a migration guide detailing the move of ML inference workloads from serverless AWS Lambda to SageMaker Serverless Inference, prompted by model artifacts exceeding Lambda's 250 MB limit. The post report…
Pewdiepie released a local AI interface called "Odysseus" that runs on a home server, sparking discussion about privacy-friendly alternatives to cloud-based AI like ChatGPT and Claude. Users note that local AI models req…
GitHub added an 'ai_credits_used' field to its Copilot usage metrics API, allowing enterprise admins to track per-user AI consumption. The metric is intended for budget and adoption signals but risks being misinterpreted…
A one-person AI business faces median gross margins of 52% versus 70-80% for mature SaaS, with 6.1% monthly churn on low-priced products and inference costs falling 50x per year. Over 54% of indie AI products make zero r…
A structural copper deficit is emerging as demand from AI, electrification, and defense outpaces supply, with S&P Global projecting a 10-million-ton gap by 2040. The scramble for new supply is driving Western investment …