Learn how to build a voice ordering system for restaurants that answers a phone call and takes an order end to end, with no app, no website, and no sign-in. It uses Amazon Connect for telephony,...
Elastic build machines now consider Turborepo cache hits when deciding whether to use a smaller build machine. A warm-cache build no longer triggers a downgrade. A warm-cache build can use less CPU...
Infleqtion’s quantum processing unit advances Japan’s first operational full-stack neutral-atom quantum computer, reinforcing momentum toward scalable quantum systems. LOUISVILLE, Colo. | August...
Metadata harmonization (standardizing labels, identifiers, and formats so datasets can work together) is still largely manual. This post shows how AI-powered metadata correction works in practice,...
To generate intelligence at scale, AI factories run continuously, and their economics are defined by delivered output: tokens per second, tokens per watt, cost per token, utilization and uptime. That...
The next era of AI inference won’t be defined by a single breakthrough chip, network or system. It’ll be defined by how every layer of the AI factory works together. That’s why NVIDIA is extending...
According to OpenRouter data, agentic AI workloads consume 15x more tokens than a simple chat request. Why? Consider what happens when an AI agent researches a company for an investment decision. The...
Agents treat code as lightweight: branch it, deploy it, throw it away. The infrastructure under that code should work the same way. Working with an OLTP database is traditionally heavy and full of...
GPT‑5.6 is now available in Kiro, helping developers plan, build, review, and test software with better price-performance.
For AI agents, context is everything. An LLM can write syntactically perfect SQL all day …
Enterprise IT admins can now manage access to Supabase in Claude centrally through Okta, scoped to each person's existing permissions.
Vercel Sandbox now runs globally, starting with four regions: iad1 (Washington, D.C.), sfo1 (San Francisco), cle1 (Cleveland), and cdg1 (Paris). iad1 remains the default. Support for all Vercel...
Why has it taken so long to get good Postgres sharding? The last 20 years are the answer.
When you add or edit an environment variable in Vercel, you now choose Config or Secret instead of using the Sensitive toggle.Config: The value remains readable after saving for members with access....
How ClickHouse Cloud collects 50m events per second through OpenTelemetry
A practical guide to speculative decoding in vLLM on AMD GPUs, covering draft-and-verify mechanics, MTP, EAGLE-3, DFlash, DSpark, configuration, tuning, and benchmark results.
Grok Bot is now available for SuperGrok Plus, Cursor Pro+, and all Cursor Teams plans.
Grok 4.6 is now available via Google Cloud Vertex AI.
We implement a native sharded weight transfer engine in vLLM utilizing Ray Direct Transport (RDT), achieving weight transfer for the Kimi K2 model in BF16 on 48 8xH100 nodes in 7.53s