--- title: "Posts about cloud native | Speedscale" description: "Browse posts in the cloud native category." canonical: "https://speedscale.com/blog/category/cloud-native/" --- # Posts about cloud native Browse 13 posts in this category [![The Compounding Platform Tax](https://speedscale.com/_astro/featured-image.CogIvN1s_ZRDG6w.webp)](https://speedscale.com/blog/the-compounding-platform-tax/) Aug 27, 2026 ### [The Compounding Platform Tax](https://speedscale.com/blog/the-compounding-platform-tax/) Security controls rarely break a banking platform alone. Their cumulative divergence from Kubernetes standards creates a compounding maintenance tax. [Kubernetes](https://speedscale.com/blog/category/kubernetes/) [Security](https://speedscale.com/blog/category/security/) [Cloud native](https://speedscale.com/blog/category/cloud-native/) [by Matt LeRay](https://speedscale.com/blog/author/matt-leray/) [![We won't train on your data is not a security architecture](https://speedscale.com/_astro/featured-image.VJ6CLfb4_Z811rC.webp)](https://speedscale.com/blog/we-wont-train-on-your-data-is-not-a-security-architecture/) Jun 10, 2026 ### [We won't train on your data is not a security architecture](https://speedscale.com/blog/we-wont-train-on-your-data-is-not-a-security-architecture/) MSA clauses and contractual guarantees aren't an architecture. If your production traffic leaves your cloud, you're trusting a policy, not a system. [Security](https://speedscale.com/blog/category/security/) [Cloud native](https://speedscale.com/blog/category/cloud-native/) [AI/ML](https://speedscale.com/blog/category/ai/ml/) [by Ken Ahrens](https://speedscale.com/blog/author/ken-ahrens/) [![Logs told me something broke. Traffic showed me what.](https://speedscale.com/_astro/elasticsearch-dashboard.Bsdh2Bj-_18HVuK.webp)](https://speedscale.com/blog/logs-told-me-something-broke-traffic-showed-me-what/) Jun 2, 2026 ### [Logs told me something broke. Traffic showed me what.](https://speedscale.com/blog/logs-told-me-something-broke-traffic-showed-me-what/) Capture production traffic and store it in your own Elasticsearch with Speedscale BYOC. Pull it locally with es-gather.py and reproduce bugs with proxymock. [Observability](https://speedscale.com/blog/category/observability/) [Developer tools](https://speedscale.com/blog/category/developer-tools/) [Cloud native](https://speedscale.com/blog/category/cloud-native/) [by Ken Ahrens](https://speedscale.com/blog/author/ken-ahrens/) [![Why Autonomous AI Agents Can't Run on SaaS Infrastructure](https://speedscale.com/_astro/imageB.D_-ekkT0_ZFxkye.webp)](https://speedscale.com/blog/byoc-autonomous-agents-sovereign-ai-factory/) Apr 7, 2026 ### [Why Autonomous AI Agents Can't Run on SaaS Infrastructure](https://speedscale.com/blog/byoc-autonomous-agents-sovereign-ai-factory/) SaaS AI fails when agents need continuous access to your codebase and internal APIs. Here's why BYOC is the only deployment model that works at scale. [AI/ML](https://speedscale.com/blog/category/ai/ml/) [Cloud native](https://speedscale.com/blog/category/cloud-native/) [DevOps](https://speedscale.com/blog/category/devops/) [by Matt LeRay](https://speedscale.com/blog/author/matt-leray/) [![Moving Our Observability Data Collector from Sidecars to eBPF](https://speedscale.com/_astro/featured-image.CYtptNbt_Za5HvT.webp)](https://speedscale.com/blog/speedscale-moves-observability-data-collector-sidecars-ebpf/) Jan 20, 2026 ### [Moving Our Observability Data Collector from Sidecars to eBPF](https://speedscale.com/blog/speedscale-moves-observability-data-collector-sidecars-ebpf/) Speedscale transitions from Kubernetes sidecar-based observability collection to eBPF for lower latency, reduced resource consumption. [Observability](https://speedscale.com/blog/category/observability/) [Kubernetes](https://speedscale.com/blog/category/kubernetes/) [Cloud native](https://speedscale.com/blog/category/cloud-native/) [by Matt LeRay](https://speedscale.com/blog/author/matt-leray/) Dec 10, 2025 ### [What I Learned From Building an eBPF-Based Traffic Capture Application](https://speedscale.com/blog/what-i-learned-from-building-an-ebpf-based-traffic-capture-application/) Building a targeted eBPF network traffic capture tool reveals why a general-purpose eBPF observability agent is exponentially harder. [Observability](https://speedscale.com/blog/category/observability/) [Cloud native](https://speedscale.com/blog/category/cloud-native/) [Kubernetes](https://speedscale.com/blog/category/kubernetes/) [by Shaun Duncan](https://speedscale.com/blog/author/shaun-duncan/) [![KubeCon Retrospective: Platform Engineering Needs to Do More Testing](https://speedscale.com/_astro/image1.a0qXYYUB_ZwK8rs.webp)](https://speedscale.com/blog/kubecon-retrospective-platform-engineering-needs-to-do-more-testing/) Nov 25, 2025 ### [KubeCon Retrospective: Platform Engineering Needs to Do More Testing](https://speedscale.com/blog/kubecon-retrospective-platform-engineering-needs-to-do-more-testing/) Learn how digital twins and traffic replay, highlighted at kubecon, offer platform engineering teams a 'superpower' to test against real-world scenarios. [Kubernetes](https://speedscale.com/blog/category/kubernetes/) [Developer tools](https://speedscale.com/blog/category/developer-tools/) [Cloud native](https://speedscale.com/blog/category/cloud-native/) [DevOps](https://speedscale.com/blog/category/devops/) [by Alan Mon](https://speedscale.com/blog/author/alan-mon/) [![KubeCon + CloudNativeCon 2025: Recap](https://speedscale.com/_astro/image1.jlTm_xgX_20hKto.webp)](https://speedscale.com/blog/kubecon-cloudnativecon-2025-recap/) Nov 18, 2025 ### [KubeCon + CloudNativeCon 2025: Recap](https://speedscale.com/blog/kubecon-cloudnativecon-2025-recap/) A marketing intern's high-energy recap of KubeCon 2025: discover major trends in Cloud Native AI, Platform Engineering, Security. [API testing](https://speedscale.com/blog/category/api-testing/) [Cloud native](https://speedscale.com/blog/category/cloud-native/) [by Bailey Ahrens](https://speedscale.com/blog/author/bailey-ahrens/) [![Part 3: Building a Production-Grade Traffic Capture and Replay System](https://speedscale.com/_astro/isolation.DaQBCppG_1tS0VA.webp)](https://speedscale.com/blog/how-to-build-a-traffic-replay-system/) Nov 12, 2025 ### [Part 3: Building a Production-Grade Traffic Capture and Replay System](https://speedscale.com/blog/how-to-build-a-traffic-replay-system/) Learn how to build a traffic replay system that validates services with production data. [Cloud native](https://speedscale.com/blog/category/cloud-native/) [Observability](https://speedscale.com/blog/category/observability/) [Traffic Replay](https://speedscale.com/blog/category/traffic-replay/) [by Josh Thornton](https://speedscale.com/blog/author/josh-thornton/) ## Try Speedscale free Choose the desktop proxymock or the hosted cloud trial to get started. [Free Desktop Tool](https://docs.speedscale.com/proxymock/getting-started/installation/) [Free Cloud Trial](https://app.speedscale.com/signup)