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Infrastructure news,
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The latest infrastructure news from every AI provider: launches, price changes and retirements, summarized with what they mean for you.

DeepSeek· Infrastructure

DeepSeek's Search and Fetch tools are live on Vercel's AI Gateway

Vercel says DeepSeek's Search and Fetch tools are now available on its AI Gateway. They let any tool-calling model search the web and read pages, and Vercel says that switching model providers leaves the tools unchanged. Vercel's changelog covers the details.DeepSeek· Infrastructure

Artificial Analysis: DeepSeek V4.1 Flash on GB300 NVL72 is up to 1.5x faster per agent in a month

Artificial Analysis says DeepSeek V4.1 Flash speeds on NVIDIA GB300 NVL72 have risen by up to 1.5x tokens per second per agent over the past month on AA-AgentPerf, its benchmark of datacenter systems running realistic agentic coding workloads.OpenAI· Coding

OpenAI lists the Agents API's October changes: automations, sandbox snapshots, Artifact SDK and GPT-6 Astra Ultrafast

An OpenAI engineer on the Agents API team posted a full list of what shipped in October; the OpenAI Developers account posted a pointer to it. According to the post:Infrastructure

Vercel Tracing is generally available on all plans

Vercel says Tracing is now generally available on every plan. Starting with Next.js 16.5, new projects have it on by default. Spans can be searched and inspected from the dashboard or the CLI, for example vercel traces search --status error.Models

Artificial Analysis: nearly 1 in 4 serverless endpoints score below the reference on its Endpoint Accuracy Index v1.1

Artificial Analysis released v1.1 of its Endpoint Accuracy Index, which scores each serverless endpoint of an open-weights model as a percentage of its own self-hosted reference deployment of the official weights. The score weighs tool calling (BFCL-500), scientific reasoning (HLE-250) and long-context recall (AA-LCR-25) equally. Across the 100+ endpoints it benchmarked, it says nearly 1 in 4 score below the reference.Infrastructure

Cloudflare AI Gateway adds model aliases, named pools of models with fallback

Cloudflare's AI Gateway now supports model aliases, according to a post that Cloudflare's developer account shared. A model alias is a pool of models that an application calls by one name. The gateway tries the models in the order set and falls back to the next one if a request fails, or uses smart routing to choose a model for each request.Infrastructure

Vercel Schedules is in public beta, so agents and apps can schedule their own work

Vercel put Vercel Schedules into public beta. Vercel says agents and applications can schedule and manage their own work:Infrastructure

Eon launches Yukon, a serverless data engine for AI agents

Eon announced Yukon, a serverless data engine that expands its Eon Data Foundation. Eon says it replaces the usual stack of Spark and Flink clusters, per-consumer pipelines and hand-written jobs with one continuous flow from ingestion to processing to serving.OpenAI· Infrastructure

OpenAI introduces Private Safety Processing for API requests

OpenAI's developer account announced Private Safety Processing, which it says lets OpenAI review related API requests for safety without retaining customers' prompts or responses.Mistral AI· Coding

Mistral adds managed agents and apps to Mistral Studio, its enterprise AI platform

Mistral expanded Mistral Studio, its platform for building and running enterprise AI, with managed agents and apps, plus new capabilities for workflows, enterprise context, agent observability and evaluations. It pitches Studio as the layer that puts Mistral Large 4 ("Le Chonk") to work in a business.Moonshot AI· Infrastructure

Moonshot launches Kimi Hosted Agents, a managed cloud harness for agents

Moonshot AI announced Kimi Hosted Agents on November 5 (Beijing time). The service offers the harness that runs an agent as a cloud service for companies and developers, so they do not have to build and maintain their own runtime.Google· Infrastructure

Google Cloud introduces AlloyDB Express, a scale-to-zero PostgreSQL for developers and coding agents

Google Cloud announced AlloyDB Express, which it describes as instant, scale-to-zero PostgreSQL built for developers and coding agents.Infrastructure

Living Brain launches a shared memory layer for ChatGPT, Claude, Cursor, Codex and custom agents

A startup launched Living Brain on X on November 4, describing it as one persistent memory kept outside the model, shared by ChatGPT, Claude, Cursor, Codex and users' own agents: what one tool writes, any other can retrieve. The launch post claims 92.2% on the LoCoMo memory benchmark, a median retrieval time of 464 ms and up to 22.6 times fewer tokens per question. These figures are the company's own and not independently verified.Infrastructure

Together introduces the Together Compiler, continual compilation for AI inference

Simran Arora of Together's research team introduced the Together Compiler, which she describes as continual compilation for AI inference. Her argument is that today's inference is "polymorphic", shifting shape rather than sitting still, and she notes that 80% of traffic on OpenRouter goes to recently released models.Models

Artificial Analysis makes Time per Task the headline metric of its API performance benchmarks

Artificial Analysis announced a new version of its API performance benchmarking, which covers about 1,000 serverless endpoints it tests several times a day for speed, latency and caching. Time per Task, how long a model takes to finish a task, replaces streaming speed as the headline metric. Artificial Analysis divides a model's output tokens per Intelligence Index task by its End-to-End Output Speed.Infrastructure

Cloudflare adds analytics for personal agents visiting your site, with finer access policies

Cloudflare says it is launching new analytics that show how personal agents access a site on behalf of humans, along with more granular access policies for acting on what the analytics show. The details are in a Cloudflare blog post titled "personal agents visibility and control".OpenAI· Coding· 3 discussions

OpenAI will acquire Pierre Computer, the code-storage startup behind Codex's file and diff views

Axios reports, citing OpenAI, that OpenAI will acquire Pierre Computer, a developer tools startup, as it moves into territory long dominated by Microsoft's GitHub. According to the report, OpenAI plans to fold Pierre's code storage technology into Codex, extending the coding tool into the infrastructure where developers store and manage code.Coding

Vercel CI now runs on GitHub repos that have no Vercel project

Vercel said its CI product, launched in beta on October 28, now works on any GitHub repository without a Vercel project. To use it, a user installs the Vercel GitHub App, links their GitHub account to Vercel, and runs vercel ci enable in the repository root.Infrastructure

Cloudflare D1 starts capping query results at 50 MB on November 4

Cloudflare's developer account says D1 begins enforcing a 50 MB limit on the size of a query's result on November 4. Cloudflare announced the change in its changelog on October 30.Infrastructure

SurrealDB 4 launches as "the database and memory for every agent", with a serverless SurrealDB Earth on Cloudflare

SurrealDB announced SurrealDB 4 on X, calling it the database and memory for every agent. With it comes SurrealDB Earth, a serverless version of SurrealDB built on Cloudflare that, SurrealDB says, scales to as many agents and users as needed, wherever they are. SurrealDB says Earth can be started free with no card.
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