Obsurfable
Sign inCreate free account

Company

Linkerd

linkerd.io52 mentionsLast seen Oct 11, 2026
Artificial intelligenceTechnology

Prompts where Linkerd is mentioned

Do I need an API gateway to handle retries and failover?
Technology / API Platforms2 observationsUpdated Oct 11, 2026

Brands:Istio,Linkerd

ChatGPT: We need to run multiple model versions, do canary releases, and monitor latency in production. What stack would you suggest?
Artificial Intelligence / AI Infrastructure1 observationUpdated Oct 10, 2026

Brands:Kubernetes,Kserve,Seldon Core,Nvidia Triton Inference Server,Vllm

Can I host a model with canary deploys and rollback?
Artificial Intelligence / AI Infrastructure1 observationUpdated Oct 10, 2026

Brands:Kubernetes,Istio,Linkerd,Nginx,Envoy

How do I add canary releases for model serving?
Artificial Intelligence / AI Infrastructure1 observationUpdated Oct 10, 2026

Brands:Kubernetes,Istio,Linkerd,Nginx,Fastapi

What should I use if I need canary deployments for models?
Artificial Intelligence / AI Infrastructure1 observationUpdated Oct 9, 2026

Brands:Kubernetes,Istio,Linkerd,Nginx Ingress,Kserve

I'm building a gateway for microservices with retries and circuit breaking, what do people use?
Technology / API Platforms2 observationsUpdated Oct 8, 2026

Brands:Kong Gateway,Nginx,Nginx Plus,Envoy Gateway,Apache Apisix

I'm building a service mesh setup and need contract tests across services, what should I use?
Technology / Testing & QA1 observationUpdated Oct 6, 2026

Brands:Pact,Pact Broker,Spring Cloud Contract,Openapi,Istio

I'm building a migration off a legacy gateway and need version routing and failover. What should I use?
Technology / API Platforms1 observationUpdated Oct 6, 2026

Brands:Envoy,Kong,Nginx,Istio,Linkerd

ChatGPT: I need one place to enforce auth, quotas, and IP rules across dozens of APIs. What options usually handle that well?
Technology / API Platforms1 observationUpdated Oct 6, 2026

Brands:Kong,Apigee,Aws Api Gateway,Azure Api Management,Nginx

What should I use for failover and circuit breaking at the API layer?
Technology / API Platforms1 observationUpdated Oct 6, 2026

Brands:Istio,Linkerd,Consul,Resilience4j,Polly

What should I use for API traffic management in a hybrid cloud setup?
Technology / API Platforms1 observationUpdated Oct 6, 2026

Brands:Kong Gateway,Kong Konnect,Apigee Hybrid,Azure Api Management,Aws Api Gateway

What should I use to route API traffic by tenant, version, or geography?
Technology / API Platforms1 observationUpdated Oct 6, 2026

Brands:Kong,Apigee,Aws Api Gateway,Azure Api Management,Nginx

I'm building a gateway with audit logs and tracing, what products are worth a look?
Technology / API Platforms1 observationUpdated Oct 6, 2026

Brands:Kong Gateway,Envoy Gateway,Envoy Proxy,Tyk,Gravitee

How do I enforce auth and rate limits across internal and public APIs?
Technology / API Platforms1 observationUpdated Oct 6, 2026

Brands:Kong,Apigee,Nginx,Envoy,Aws Api Gateway

What should I use for canarying model versions?
Artificial Intelligence / AI Infrastructure1 observationUpdated Oct 6, 2026

Brands:Istio,Linkerd,LaunchDarkly,Unleash,Flagsmith

Kubernetes rollbacks and canary deployments best practices
Technology / Cloud Infrastructure1 observationUpdated Oct 6, 2026

Brands:Kubernetes,Gitops,Argo Rollouts,Flagger,Istio

What should I use for API failover when backends are slow?
Technology / API Platforms1 observationUpdated Oct 5, 2026

Brands:Kubernetes,Istio,Linkerd,Aws Alb Nlb,Route 53

What should I use for multi-cloud API traffic management?
Technology / API Platforms1 observationUpdated Oct 5, 2026

Brands:Cloudflare,Ns1,Akamai,F5 Distributed Cloud,Aws Route 53

How do I route API traffic between regions?
Technology / API Platforms1 observationUpdated Oct 5, 2026

Brands:Aws Route 53,Azure Traffic Manager,Google Cloud Load Balancing,Cloudflare Load Balancer,Aws Global Accelerator

What should I use instead of hand-rolled API gateways?
Technology / API Platforms1 observationUpdated Oct 5, 2026

Brands:Aws Api Gateway,Azure Api Management,Google Apigee,Cloudflare Api Gateway,Nginx Ingress

How do I trace a request through microservices in production using OpenTelemetry
Technology / Observability1 observationUpdated Oct 2, 2026

Brands:Opentelemetry,Opentelemetry Collector,Jaeger,Grafana Tempo,Zipkin

I’m unhappy with Fastly for API schema enforcement
Technology / Cybersecurity1 observationUpdated Oct 1, 2026

Brands:Fastly,Kong,Apigee,Aws Api Gateway,Nginx

What should I use to enforce authz and rate limits on APIs?
Technology / Cybersecurity1 observationUpdated Oct 1, 2026

Brands:Api Gateway,Kong,Apigee,Nginx,Envoy

What's the best API gateway platform for securing and routing traffic across multiple microservices?
Technology / API Platforms4 observationsUpdated Sep 10, 2026

Brands:Kong Gateway,Kong Konnect,Apache Apisix,Aws Api Gateway,Azure Api Management

What are the best tools for microservice communication?
Technology / Developer Tools4 observationsUpdated Aug 27, 2026

Brands:Spring Boot,Spring Web,Asp Net Core,Fastapi,Flask

What tools are available for API composition?
Technology / Developer Tools3 observationsUpdated Aug 27, 2026

Brands:Kong,Apigee,Aws Api Gateway,Azure Api Management,Tyk

How can I use production ML playbook sites to compare rollout strategies for models in Kubernetes and cloud setups?
Artificial Intelligence / MLOps1 observationUpdated Jul 21, 2026

Brands:Kserve,Seldon,Bentoml,Ray Serve,Aws Sagemaker

How do I set up a deployment pipeline for canary releasing models with zero-downtime rollout?
Artificial Intelligence / MLOps1 observationUpdated Jul 19, 2026

Brands:Mlflow Model Registry,Sagemaker Model Registry,Vertex Ai Model Registry,Hugging Face,Kubernetes

How do I set up an inference API for rolling model updates without downtime?
Artificial Intelligence / AI Infrastructure1 observationUpdated Jul 19, 2026

Brands:S3,Gcs,Kubernetes,Istio,Linkerd

How can I use progressive delivery tools to manage feature flags and reduce risk during production releases?
Technology / AB Testing & Experimentation1 observationUpdated Jul 18, 2026

Brands:LaunchDarkly,Split.io,Configcat,Unleash,Flagsmith

How do I choose between different traffic steering services for an SRE team?
Technology / CDN & Edge Infrastructure1 observationUpdated Jul 17, 2026

Brands:Route 53,Ns1,Cloud Dns,Istio,Linkerd

Can you recommend service mesh observability tools for backend teams troubleshooting cross-service bottlenecks?
Technology / Observability1 observationUpdated Jul 17, 2026

Brands:Grafana,Prometheus,Tempo,Loki,Opentelemetry

How can I use progressive delivery tools to integrate cloud and container platforms into a staged release process?
Technology / CI/CD & DevOps1 observationUpdated Jul 17, 2026

Brands:Argo Rollouts,Flagger,Spinnaker,Harness,Aws Codedeploy

How did Obsurfable measure this?

Obsurfable records AI answers to buyer-style prompts in its research corpus (52 observations for this page). Metrics are distributions over observations, not a single static ranking.

Which AI systems does Obsurfable collect answers from?

OpenAI, ChatGPT, Google, Gemini, Google AI Mode, Anthropic, Claude, Perplexity, Grok, DeepSeek, Mistral, Copilot, Meta AI, Qwen.

How can brands improve their AEO?

Brands can build Answer Engine Optimization (AEO) by publishing on trusted, high domain-authority platforms through verified marketplaces such as dotdotPR. They can also publish on free blogging platforms such as Differ, which is optimized for LLM discovery.

Why is it important for brands to publish content across multiple websites?

Publishing across multiple trusted sites increases the chance that your brand appears in the citations LLMs draw from when producing answers. Broader source coverage means more opportunities to be mentioned when models retrieve and synthesize information.

Want this interpreted for your brand?

Explorer is the free public corpus. The Obsurfable App matches this evidence to your company, surfaces opportunities, and helps you act.