AI Functions in ClickHouse: Upgrade your SQL to the AI age
Explore ClickHouse AI Functions for classification, generation, translation, embeddings, semantic search, and cost controls—all directly from SQL.
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Rapidly scaling online storage to serve over 1 billion ChatGPT users
Learn how OpenAI evolved Habitat from a Python library into a globally distributed storage platform serving 1 billion ChatGPT users and 22M requests per second.
An Analysis of Two Architectures for Agentic Data Analysis
Agents are increasingly supplementing or replacing human data analysis. Instead of a human user sitting …
Vercel Sandbox now provides 64 GB of storage
Every Vercel Sandbox now includes 64 GB of storage, up from 32 GB. This includes sandboxes created from a Vercel Managed Image or custom image, as well as those configured with the deprecated runtime...
How Tailscale built a customer-facing model router on AI Gateway
Tailscale on VercelHundreds of AI models shipped to customers in-productModel access granted and revoked by tailnet network identityWent from model routing prototype to paying customers in...
How Featured's users make 100K media pitches per month on Vercel
Featured on Vercel 3 engineers supporting 3 brands and 100,000+ users on Vercel Migrated 374 Sanity sites from AWS Elastic Beanstalk to VercelAI SDK and AI Gateway power Featured's chat bot across 17...
Control who can manage connectors in Vercel Connect
Pro and Enterprise teams can now control who can create and manage Vercel Connect connectors. Connectors let applications and agents access external services using credentials managed by your...
118 million queries per second on Neki
We ran a massive, sharded Postgres database at 118.5 million queries per second, with 200k queries per second on each shard across 512 shards.
Together AI expands fine-tuning service with more models, live metrics, and finer controls
Together Fine-Tuning adds the latest open-weight models, live experiment tracking, Expert LoRA, early stopping, tokenized dataset previews, pre-flight validation, and lower training prices on...
ToolGrad: Efficient tool-use dataset generation with textual "gradients"
Machine Intelligence
Reduce LLM latency with prefix-aware routing on Amazon SageMaker Inference
Amazon SageMaker Inference now offers prefix-aware routing, a routing strategy that sends requests sharing the same prompt prefix to the same instance so the KV cache stays warm. In benchmarks on...
Reduce inference cold starts on Amazon SageMaker HyperPod with model caching
Amazon SageMaker HyperPod now supports model caching for inference, which pre-loads model weights and container images onto cluster nodes so pods read from local NVMe storage instead of downloading...
Video and image search in Amazon Bedrock Knowledge Base using Marengo 3.0
TwelveLabs Marengo Embed 3.0 is now generally available as an embedding model in Amazon Bedrock Knowledge Bases, bringing fully managed natural language search to video, image, and audio content....
AI-Native Accounts Payable: How InvoiceIQ Runs on Snowflake
Snowflake built InvoiceIQ, an AI-native accounts payable app running natively on Snowflake, to turn messy invoices into finance-ready ERP records — reducing manual processing and streamlining AP...
Microsoft named a Leader in the 2026 Gartner® Magic Quadrant™ for Container Management
Microsoft was named a Leader in the 2026 Gartner® Magic Quadrant™ for Container Management. Discover how AKS, Azure Arc, and Azure Container Apps help organizations run AI and hybrid workloads at...
How Manufacturers Unlock Operational ROI with Agentic AI
Discover how leading manufacturers bypass basic chatbots for agentic AI workflows, unifying IT and OT data to reduce downtime and drive measurable P&L impact.
Autonomous Data Engineering: A 5-Stage Maturity Model
Generic AI coding tools speed up code but don't fix governance. Discover the 5-stage maturity model for autonomous data engineering in the agentic era.
Building an Agentic SOC on a Stream
Discover how our security team built an automated multi-agent investigation pipeline that scaled alert triage throughput using a continuous streaming architecture.
How Credit Genie keeps codebase docs fresh with OpenWiki
See how Credit Genie uses OpenWiki to automate repo documentation, reduce tribal knowledge, and give engineers and coding agents searchable codebase context.
Amazon Quick is now generally available on desktop
Your teams get an AI assistant that handles real work while your data stays in your environment and your conversations stay private Today, the Amazon Quick desktop application is generally available...