--- title: "Posts by Speedscale Team | Speedscale" description: "Browse all blog posts written by Speedscale Team on the Speedscale blog." canonical: "https://speedscale.com/blog/author/speedscale-team/" --- # Posts by Speedscale Team Speedscale Team is a contributor to the Speedscale blog. • 7 posts published [![Traffic Replay Tutorial: Capture, Replay, Read Results](https://speedscale.com/_astro/featured-image.BVUGJ9m5_1QNQm3.webp)](https://speedscale.com/blog/traffic-replay-tutorial/) Updated Oct 9, 2026 ### [Traffic Replay Tutorial: Capture, Replay, Read Results](https://speedscale.com/blog/traffic-replay-tutorial/) Capture one service's API traffic, replay it against a Kubernetes test workload, and use the report to tell a regression from a replay setup problem. [API Testing](https://speedscale.com/blog/category/api-testing/) [Traffic Replay](https://speedscale.com/blog/category/traffic-replay/) [by Speedscale Team](https://speedscale.com/blog/author/speedscale-team/) [![Beware of PII in Testing Data: The Security Iceberg and Where PII Actually Hides](https://speedscale.com/_astro/featured-image.DcH98ssh_Z1qAUHX.webp)](https://speedscale.com/blog/beware-of-production-similar-data-the-security-iceberg-and-where-pii-actually-hides/) Jun 19, 2026 ### [Beware of PII in Testing Data: The Security Iceberg and Where PII Actually Hides](https://speedscale.com/blog/beware-of-production-similar-data-the-security-iceberg-and-where-pii-actually-hides/) Using 'production-similar' data in pre-production is a major security risk. Learn why traditional masking fails, where hidden PII hides, and how to fix it. [Security](https://speedscale.com/blog/category/security/) [Developer tools](https://speedscale.com/blog/category/developer-tools/) [API testing](https://speedscale.com/blog/category/api-testing/) [by Speedscale Team](https://speedscale.com/blog/author/speedscale-team/) [![Validate Spring Boot Upgrades with Traffic Replay](https://speedscale.com/_astro/featured-image.Def3H7lY_Zyvc36.webp)](https://speedscale.com/blog/spring-boot-migration-traffic-replay-validation/) Jun 7, 2026 ### [Validate Spring Boot Upgrades with Traffic Replay](https://speedscale.com/blog/spring-boot-migration-traffic-replay-validation/) Spring Boot upgrades silently change JSON contracts and autoconfiguration. Use traffic replay to catch every regression before production. [API Testing](https://speedscale.com/blog/category/api-testing/) [Developer Productivity](https://speedscale.com/blog/category/developer-productivity/) [Microservices](https://speedscale.com/blog/category/microservices/) [Traffic Replay](https://speedscale.com/blog/category/traffic-replay/) [by Speedscale Team](https://speedscale.com/blog/author/speedscale-team/) [![Anatomy of the AI Software Factory: The Context Layer](https://speedscale.com/_astro/featured-image.DyGyT9oC_2l9aQC.webp)](https://speedscale.com/blog/ai-software-factory-context-layer/) May 18, 2026 ### [Anatomy of the AI Software Factory: The Context Layer](https://speedscale.com/blog/ai-software-factory-context-layer/) Explore the technical architecture of the AI Software Factory, focusing on tool convergence and the Unified Context Layer. [AI/ML](https://speedscale.com/blog/category/ai/ml/) [DevOps](https://speedscale.com/blog/category/devops/) [Developer tools](https://speedscale.com/blog/category/developer-tools/) [by Speedscale Team](https://speedscale.com/blog/author/speedscale-team/) [![Conway's Law 2.0: The VP's Playbook](https://speedscale.com/_astro/featured-image.Ditfm6KH_1uYgEu.webp)](https://speedscale.com/blog/conways-law-ai-factory/) May 18, 2026 ### [Conway's Law 2.0: The VP's Playbook](https://speedscale.com/blog/conways-law-ai-factory/) Learn how VPs of Engineering must adapt org charts, engineering roles, and performance metrics to lead in the era of the AI Software Factory. [AI/ML](https://speedscale.com/blog/category/ai/ml/) [DevOps](https://speedscale.com/blog/category/devops/) [Developer tools](https://speedscale.com/blog/category/developer-tools/) [by Speedscale Team](https://speedscale.com/blog/author/speedscale-team/) [![Agile is dead. AI is the culprit.](https://speedscale.com/_astro/featured-image.Cl7Fors9_Z20l6uM.webp)](https://speedscale.com/blog/sdlc-shift-ai-agile/) May 18, 2026 ### [Agile is dead. AI is the culprit.](https://speedscale.com/blog/sdlc-shift-ai-agile/) Discover why AI coding agents are breaking Agile workflows and driving the shift to an intent-based AI Software Factory. [AI/ML](https://speedscale.com/blog/category/ai/ml/) [DevOps](https://speedscale.com/blog/category/devops/) [Developer tools](https://speedscale.com/blog/category/developer-tools/) [by Speedscale Team](https://speedscale.com/blog/author/speedscale-team/) [![Production Data Access for Developers: RBAC and DLP](https://speedscale.com/_astro/hero.BYNFEwnq_2banjc.webp)](https://speedscale.com/blog/production-data-in-developer-hands-rbac-and-dlp/) Mar 24, 2026 ### [Production Data Access for Developers: RBAC and DLP](https://speedscale.com/blog/production-data-in-developer-hands-rbac-and-dlp/) RBAC and DLP let developers access production data safely—without configuration drift or PII exposure. Here's how to design it right. [Developer tools](https://speedscale.com/blog/category/developer-tools/) [Security](https://speedscale.com/blog/category/security/) [DevOps](https://speedscale.com/blog/category/devops/) [Traffic Replay](https://speedscale.com/blog/category/traffic-replay/) [by Speedscale Team](https://speedscale.com/blog/author/speedscale-team/) ## 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)