AI Infrastructure news and analysis on Web Pulse: 34850 curated articles tracking the latest AI Infrastructure developments, tools, and research, updated continuously from vetted sources.
A developer argues that Google's Mantis agentic vulnerability scanner is notable not for its "agentic" label but for its grounding structure — repository context, threat models, reviewer and critic stages, sandboxed repr…
FourA shipped an `X-FourA-Limit` response header that names which of seven plan limits refused a request, distinguishing account-level refusals from shared platform limits, as part of its Sep 4 to Sep 11, 2026 digest. Th…
Tinybird released RawTree, a ClickHouse fork that removes upfront schema work by creating dynamic columns on ingest, according to the company's launch announcement. RawTree accepts events, JSON, protobuf, Parquet/CSV/TSV…
A Hacker News user posting as edurights-team floated an idea to let individuals turn idle GPUs into APIs on a shared network, similar to OpenRouter, with a proposed $10/month plan. The Ask HN post, submitted 15 minutes b…
SK Group Chairman Chey Tae-won said the planned expansion of SK Telecom's AI data center in Ulsan is nearing 900 megawatts, up from an initial 100-megawatt facility, with an announcement expected soon. SK Telecom is buil…
A developer demonstrated how to add semantic search to an existing Next.js todo app by storing OpenAI text-embedding-3-small vectors in a Postgres column via the pgvector extension, then ranking rows by distance in an or…
MLOS, a Rust kernel that boots in a VM, treats resident model state — weights, KV blocks, and activations — as kernel objects with residency and tiering, the way Unix treats pages, according to the Made Visible series. T…
A developer behind AxonOS has published RFC-0009, a specification for a bit-accounting mechanism that bounds how much data an authorized application can extract from a neural device, rather than relying on access control…
Chinese President Xi Jinping pledged at the Brics summit in New Delhi on Sunday to help Brics countries develop and apply open-source large language models and build smart manufacturing factories, according to state news…
A developer published a model-neutral Pi extension that displays live throughput metrics—time to first token (TTFT), decode tokens per second, and a client-side prompt-rate estimate—in the coding agent's status footer. T…
A developer has released KIRA Superapp, an open-source, local-first AI agent runtime for Apple-silicon Macs, along with Orchestrator V1, a model designed to plan tool use rather than just generate conversational answers.…
A 2026 guide details how LLM model routing middleware can cut API costs by 40–85% without measurable quality loss by dispatching each request to the most suitable model. It outlines three architectural patterns — fallbac…
A design guide from AWS Samples identifies context overflow, goal loss, and failure to maintain state as the three ways shallow LLM agents break on long-horizon tasks, and points to the harness — not the model — as the l…
Hetzner launched an experimental, free OpenAI-compatible Inference API in July 2026, serving the open-source Qwen3.6-35B-A3B-FP8 Mixture-of-Experts model from its data centers in Germany and Finland. The service requires…
A developer released Forma, an MIT-licensed browser-based ONNX and TFLite graph viewer and editor that lets users drop a model file onto a web page, click a node to change an attribute or rewire a connection, and verify …
OpenAI paused new $200/month Pro tier subscriptions for its GPT-6 Astra model within 48 hours of previewing it, as test-time compute and inference scaling from autonomous reasoning agents overwhelmed GPU cluster capacity…
South Korea's Ministry of Trade, Industry and Resources plans to build AI data centers and related infrastructure in the Honam region, with SK committing 70 trillion won to a 1-gigawatt AI data center and Samsung SDS pla…
South Korea's Jeonnam-Gwangju Integrated Special Metropolitan City aims to begin first-phase construction of a southwest semiconductor production base next year, complete it by the end of 2029 and start initial semicondu…
Dify has emerged as the leading open-source orchestration framework for production LLM stacks moving from basic chain scripts to autonomous multi-agent systems, according to the article. Dify couples a visual DAG executi…
A developer behind Cogweald built the AI storytelling app around a daily time primitive, allowing each world to advance by at most one chapter per day. To prevent duplicate advancement when the cron job fires twice, the …