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13Categories

Knowledge catalogue

Search: “routing”

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49+ results
Model Releases

Global AI routing with <1% overhead on multi-cluster GKE Inference Gateway

DGX agent

Demand for AI infrastructure is at an all-time high. Global accelerator shortages mean engineering teams can rarely get all the compute they need from just one data center — capacity comes a cluster h

model-releasesgoogle-cloud-ai
21 Sept 2026
4,626

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Model Releases

Reduce LLM latency with prefix-aware routing on Amazon SageMaker Inference

DGX agent

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 Llam

model-releasesaws-ml-blog
10 Sept 2026
Tools

Microfrontends routing now applies to vc alias and branch domains

DGX agent

Vercel has extended its microfrontends routing capabilities to now support vc alias and branch domains, expanding routing functionality beyond the primary domain. This enhancement allows developers to

toolsvercel-blog
26 May 2026
Model Releases

DigitalOcean Inference Router Enhancements: Performance Tuned Routing, No Rules to Write

DGX agent

Every few weeks, a new model steps up and claims best-in-class at something. The launch chart makes the case, the link makes the rounds, and your team is back to the question nobody has time for: shou

model-releasesdigitalocean
13 Oct 2026
Tools

Routing for serverless servers with Pingora, Envoy, and Spanner

DGX agent

This article discusses routing infrastructure and architectural approaches for serverless computing platforms, examining how systems like Pingora and Envoy handle request routing and load balancing, w

toolsmodal-blog
25 Jun 2026
Safety

Model Evaluations: Prove Your Routing Policy Actually Works

DGX agent

This article discusses methods and tools for evaluating routing policies in machine learning models, likely covering techniques to validate that model routing decisions are effective and functioning a

safetydigitalocean
4 Jun 2026
Agents

Swimlane updates security operations center with intelligent routing

DGX agent

Agentic artificial intelligence cybersecurity automation company Swimlane Inc. today announced the expansion of the company’s AI security operations center to support automatic routing for security in

agentssiliconangle
19 Aug 2026
Tools

Routing rules now available on AI Gateway

DGX agent

Vercel has introduced routing rules functionality for AI Gateway, enabling users to define custom logic for directing requests to different AI models or endpoints. This feature allows developers to im

toolsvercel-blog
2 Jul 2026
Agents

How I cut coding agent costs with model and harness routing

DGX agent

By routing planning, exploration, implementation, and review to different models, I reduced one recurring coding-agent workflow from roughly 100 to 15-$20 per run. The post How I cut coding agent cost

agentsarize-ai
8 Sept 2026
Industry

The Inference Tax: How Prefix-Aware Routing Eliminates the Hidden Cost of LLMs at Scale

DGX agent

This article discusses how prefix-aware routing and prefix caching techniques can reduce the computational overhead and costs associated with running large language models at scale by eliminating redu

industrydigitalocean
1 Jun 2026
Hardware

OpenRouter raises $113M to bring order to enterprise AI inference routing

DGX agent

Artificial intelligence inference routing startup OpenRouter Inc. today announced it raised 113 million in new funding led by CapitalG, Alphabet Inc.’s independent growth fund, to push the envelope fo

hardwaresiliconangle
26 May 2026
Model Releases

Ramp launches Router, an AI model routing service it has been using internally over the past three years, in the US; Router is free to use for the rest of 2026 (Ram Iyer/TechCrunch)

DGX agent

Ram Iyer / TechCrunch: Ramp launches Router, an AI model routing service it has been using internally over the past three years, in the US; Router is free to use for the rest of 2026 — Corporate expen

model-releasestechmeme
20 Aug 2026
Agents

Building a serverless A2A gateway for agent discovery, routing, and access control

DGX agent

In this post, you will learn how to build a serverless A2A gateway on AWS that hosts multiple agents behind a single domain using path-based routing (/agents/{agentId}). Standard A2A clients work with

agentsaws-ml-blog
1 Jul 2026
Industry

OpenCode Now Supports DigitalOcean Inference Router for Intelligent Model Routing

DGX agent

OpenCode now integrates with DigitalOcean's Inference Router, enabling intelligent routing of AI model requests across distributed infrastructure. This integration allows developers to optimize model

industrydigitalocean
28 May 2026
Industry

How Miro uses Amazon Bedrock to boost software bug routing accuracy and improve time-to-resolution from days to hours

DGX agent

In this post, we dive deep into the architecture and techniques we used to improve Miro’s bug routing, achieving six times fewer team reassignments and five times shorter time-to-resolution powered by

industryaws-ml-blog
11 May 2026
Model Releases

DeepSeek V4 Pro 0813 vs Claude Fable 5 on DeepSWE: Cost, Coding, and Routing

DGX agent

DeepSeek V4 Pro 0813 and Claude Fable 5 were benchmarked on DeepSWE. A cascading strategy that starts with Pro 0813 and escalates to Fable only when it fails solves 82.7 % of tasks at an average cost

model-releasestogether-ai-blog
17 Aug 2026
Model Releases

DeepSeek V4 Pro 0813 vs GPT-5.6 Sol on DeepSWE: Cost, Coding, and Routing

DGX agent

In the DeepSWE benchmark a two‑stage approach of running DeepSeek V4 Pro 0813 first and falling back to GPT‑5.6 Sol when the tests fail achieves 83 % success at an average cost of 3.35 per task, compa

model-releasestogether-ai-blog
18 Aug 2026
Safety

BGP route policies: Top 3 use cases by customer demand

DGX agent

When we first made BGP route policies for Cloud Router generally available over a year ago, our goal was to give network administrators deep, programmable control over how network paths are evaluated

safetygoogle-cloud-ai
7 Jul 2026
Model Releases

DigitalOcean Inference Router, Now Cache-Aware: Why the Cheapest Model Isn't Always the Best Deal

DGX agent

Coinbase CEO Brian Armstrong recently posed the question every company scaling AI is asking: how do you keep spend flat while token usage grows exponentially? This isn’t hypothetical. It’s confronting

model-releasesdigitalocean
20 Aug 2026
Model Releases

Graph Workflows in ADK: Everything You Need to Know

DGX agent

Graph engineering is the design work: breaking a task into nodes, connecting them with edges, and deciding where code, models, or people control the next step. The Agent Development Kit (ADK)'s Workfl

model-releasesgoogle-cloud-ai
29 Sept 2026
Agents

Generating running routes with GPT-6 Astra and ChatGPT Work

DGX agent

Here's a neat thing I had ChatGPT Work with GPT-6 Astra (Max) do this morning: I live at <my address>. Figure out 5K and 10K running routes from me that loop from my house. Use OSM data. It worked for

agentssimon-willison
12 Sept 2026
Hardware

Route AI Agent Workloads Across Models with NVIDIA NeMo Switchyard

DGX agent

NVIDIA NeMo Switchyard is a routing platform that directs AI agent workloads to the most suitable specialized or frontier model for each step of a task, balancing performance, cost, and latency. It of

hardwarenvidia-developer
11 Aug 2026
Industry

Sources: ex-OpenAI executive Leopold Aschenbrenner's Situational Awareness hedge fund has sought to raise capital after heavy losses during the recent AI rout (Financial Times)

DGX agent

Financial Times: Sources: ex-OpenAI executive Leopold Aschenbrenner's Situational Awareness hedge fund has sought to raise capital after heavy losses during the recent AI rout — Hedge fund has held ta

industrytechmeme
30 Jul 2026
Industry

Robinhood plans to route some 2026 soccer World Cup bets to Rothera, shifting away from Kalshi as it seeks to diversify its prediction markets providers (Emily Nicolle/Bloomberg)

DGX agent

Emily Nicolle / Bloomberg: Robinhood plans to route some 2026 soccer World Cup bets to Rothera, shifting away from Kalshi as it seeks to diversify its prediction markets providers — Robinhood Markets

industrytechmeme
4 Jun 2026
Local Ai

Enhancing enterprise inference on Amazon SageMaker HyperPod with data capture, Hugging Face, NVMe, and Route 53 integration

DGX agent

In this post, we walk through five capabilities now available in SageMaker HyperPod inference: multi-tier data capture for auditing and model improvement, direct deployment from Hugging Face Hub, loca

local-aiaws-ml-blog
9 Jul 2026
Model Releases

Networking for AI inference model serving - GKE only and for all other backends

DGX agent

Enterprises and individual developers frequently run multiple AI inference models. The right architecture can simplify how the models are called while also providing centralized governance. In this po

model-releasesgoogle-cloud-ai
6 Oct 2026
Model Releases

Day 2 at Google Cloud Next: A marathon developer keynote

DGX agent

At Google Cloud, every day is Developer Day, but none so much as day 2 of Google Cloud Next, when we hold the developer keynote. This year’s topic? An in-depth look at Gemini Enterprise Agent Platform

model-releasesgoogle-cloud-ai
23 Apr 2026
Model Releases

How SAP Concur automates expense reporting with agentic AI

DGX agent

For decades, expense automation relied on a simple premise: If the machine can read the text, it can do the work. But anyone who has ever tried to scan a crumpled, smudged, or sun-bleached receipt fro

model-releasesgoogle-cloud-ai
10 Apr 2026
Tools

TypeSafe’s Jev: Can decision models replace LLM judges?

DGX agent

TypeSafe’s Jev classifies, scores, and routes without generating text — up to hundreds of times cheaper than an LLM judge. What that changes for evals, confidence routing, and application architecture

toolsarize-ai
18 Sept 2026
Tutorials

Building pay-per-intelligence for AI agents: How Ampersend uses Amazon Bedrock AgentCore Payments

DGX agent

In this post, you will learn how Ampersend built a pay-per-intelligence routing layer on top of Amazon Bedrock AgentCore Payments. AI agents autonomously route tasks to the most effective model, pay p

tutorialsaws-ml-blog
22 Jun 2026
Research

MixAtlas: Uncertainty-aware Data Mixture Optimization for Multimodal LLM Midtraining

DGX agent

This paper was accepted at the Workshop on Navigating and Addressing Data Problems for Foundation Models (NADPFM) at ICLR 2026. Principled domain reweighting can substantially improve sample efficienc

researchapple-ml-research
16 Apr 2026
Model Releases

Multi-region endpoints are available for Claude on Vertex AI

DGX agent

Today, we’re announcing U.S. and EU multi-region endpoints for Claude on Vertex AI are available in public preview. By pooling capacity across multiple regions, these endpoints dynamically route reque

model-releasesgoogle-cloud-ai
15 Apr 2026
Concepts

All Models

DGX agent

Auto-generated index of all models mentioned across the wiki.

conceptsmodelsindex
11 Apr 2026
Model Releases

Why your startup needs open models alongside frontier APIs

DGX agent

Every week, I talk with founders who are building at an unbelievable pace. Teams are moving from inception to product-market fit faster than ever, with foundation models wired deeply into their core p

model-releasesgoogle-cloud-ai
28 Sept 2026
Hardware

Giga-Scale AI and the Ethernet Evolution: How Spectrum-X Ethernet Rewrites the Rules

DGX agent

NVIDIA’s Spectrum‑X Ethernet combines hardware‑accelerated adaptive routing, targeted congestion control and NIC‑based plane load balancing to meet the extreme bandwidth and low‑latency demands of gig

hardwarenvidia-developer
24 Aug 2026
Model Releases

Cost per successful task: Benchmarking Kimi K3, GPT-5.5, and 8 more AI models

DGX agent

Arize and Fireworks benchmarked 10 AI models across 2,400 agent runs. Learn why cost per successful task beats token price for model evaluation and routing. The post Cost per successful task: Benchmar

model-releasesarize-ai
23 Jul 2026
Model Releases

Report: GKE Inference Gateway delivers up to 92% faster AI responses

DGX agent

As generative AI moves from experimental pilots to massive production environments, the efficiency of your infrastructure becomes the ultimate differentiator. One way to get the most out of it and min

model-releasesgoogle-cloud-ai
9 Jun 2026
Concepts

All Tools

DGX agent

Auto-generated index of all tools mentioned across the wiki.

conceptstoolsindex
11 Apr 2026
Agents

Introducing DigitalOcean Insights: Built-in Observability for Your Agents, Applications, and Infrastructure

DGX agent

Coding agents have changed how fast teams ship, and more of the software they ship now includes agents. A production agent spans model calls, routing decisions, tools, and the infrastructure underneat

agentsdigitalocean
12 Oct 2026
Model Releases

Welcome to Gemini at Work 2026: Introducing the Gemini agent

DGX agent

Editor’s note: This article is adapted from Thomas Kurian’s keynote address at Gemini at Work 2026. It includes a number of announcements: Gemini, a single, universal agent for work that answers your

model-releasesgoogle-cloud-ai
8 Oct 2026
Model Releases

GTIG AI Threat Tracker: From Prompting to Autonomy – The Evolution of Adversarial AI

DGX agent

Executive Summary Since the release of our May 2026 report detailing adversarial misuse of artificial intelligence (AI), Google Threat Intelligence Group (GTIG) has observed forward leaning adversarie

model-releasesgoogle-cloud-ai
8 Sept 2026
Model Releases

Building cost-effective, high-throughput gen AI workflows in Google Dataflow

DGX agent

Real-time streaming pipelines are the operational backbone of modern enterprises, continuously processing everything from customer support interactions to transaction logs. Traditionally, streaming DA

model-releasesgoogle-cloud-ai
18 Aug 2026
Model Releases

Staying Ahead of Adversarial AI Through Agentic Source Code Review

DGX agent

Written by: Alex Tselevich, Michael Maturi Introduction Adversarial misuse of AI has increased the risk of data theft and extortion events, because when proprietary source code is exposed, defenders m

model-releasesgoogle-cloud-ai
18 Aug 2026
Model Releases

Claude at scale on Google Cloud: Frontier AI, built for enterprise production

DGX agent

Running frontier AI in production is demanding — accelerators to manage, latency to hold steady across continents, regulated data to keep in-region, and long-context requests to serve reliably. Claude

model-releasesgoogle-cloud-ai
14 Jul 2026
Model Releases

Experimenting with TPUs, GKE Managed DRANET, and Multi-cluster Inference Gateway

DGX agent

What happens when your workload fails in one region but you need access to service? This is a common case for availability and uptime. With recent enhancement to the Kubernetes ecosystem and capabilit

model-releasesgoogle-cloud-ai
2 Jun 2026
Model Releases

260 things we announced at Google Cloud Next '26 – a recap

DGX agent

Google Cloud Next ‘26 took place this week in Las Vegas, and the energy was incredible as we welcomed over 32,000 leaders, developers, and partners to explore the Agentic Era with us. Across three key

model-releasesgoogle-cloud-ai
24 Apr 2026
Tutorials

Optimize video semantic search intent with Amazon Nova Model Distillation on Amazon Bedrock

DGX agent

In this post, we show you how to use Model Distillation, a model customization technique on Amazon Bedrock, to transfer routing intelligence from a large teacher model (Amazon Nova Premier) into a muc

tutorialsaws-ml-blog
17 Apr 2026
Industry

Mixture-of-Experts kernel engineering on Amazon SageMaker AI

DGX agent

AWS engineers share kernel optimizations for fused Mixture-of-Experts (MoE) models on Amazon SageMaker AI: Swap-AB for WGMMA utilization, Triton backend routing for FP8 quantization, and eliminating T

industryaws-ml-blog
13 Oct 2026
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