AI
krazykarpenter.bsky.social
AI
@krazykarpenter.bsky.social
Founder https://www.signadot.com/. Helping developers "shift left" testing of Microservices.
Reposted by AI
The battleground has shifted from creation to validation, and the only platform for high-concurrency, isolated, on-demand experimentation is Kubernetes.
Kubernetes Isn't Your AI Bottleneck — It’s Your Secret Weapon
The battleground has shifted from creation to validation, and the only platform for high-concurrency, isolated, on-demand experimentation is Kubernetes.
bit.ly
November 4, 2025 at 4:30 PM
Reposted by AI
Don't adopt K8s just to survive the next provider outage. Adopt it to build a platform that is resilient to the bottlenecks in your development process.
The Great AWS Outage: The $11 Billion Argument for Kubernetes
Don't adopt K8s just to survive the next provider outage. Adopt it to build a platform that is resilient to the bottlenecks in your development process.
bit.ly
October 28, 2025 at 4:30 PM
Reposted by AI
Federated GraphQL Schema Testing in CI/CD with WunderGraph and Sandboxes Read this article on Signadot . Introduction One of the common challenges when working with GraphQL is managing schema evolu...

#graphql #cicd #wundergraph #kubernetes

Origin | Interest | Match
Federated GraphQL Schema Testing in CI/CD with WunderGraph and Sandboxes
Read this article on Signadot. Introduction One of the common challenges when working...
dev.to
September 23, 2025 at 9:56 PM
Reposted by AI
By transforming the shared staging environment into a multitenant, dynamic platform, teams can eliminate friction and reclaim their productivity.
Beyond CI/CD: Why Your Infrastructure Is Your New Bottleneck
By transforming the shared staging environment into a multitenant, dynamic platform, teams can eliminate friction and reclaim their productivity.
bit.ly
September 4, 2025 at 10:00 PM
Reposted by AI
Due to its significant resource demands and requirement for rapid scalability, AI is the ultimate hybrid application.
GenAI and Flexible Consumption Models Reshape Hybrid Storage Infrastructure
Due to its significant resource demands and requirement for rapid scalability, AI is the ultimate hybrid application.
bit.ly
July 16, 2025 at 8:00 PM
Reposted by AI
The GenAI revolution is creating entirely new classes of software complexity that our existing testing tools weren't designed to handle.
Why AI Features Break Microservices Testing and How To Fix It
The GenAI revolution is creating entirely new classes of software complexity that our existing testing tools weren't designed to handle.
bit.ly
June 23, 2025 at 6:40 PM
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Why AI Features Break Microservices Testing and How To Fix It Many engineering teams are racing to ship AI features. Smart search, personalized recommendations, automated content generation — the...

#AI #Microservices #Software #Testing #sponsor-signadot […]

[Original post on thenewstack.io]
Original post on thenewstack.io
thenewstack.io
June 23, 2025 at 6:47 PM
Reposted by AI
A better way: Consolidate multiple pre-production environments into a single shared environment with app-layer isolation through smart request routing.
Reimagining Environments for Cloud Native Architectures
A better way: Consolidate multiple pre-production environments into a single shared environment with app-layer isolation through smart request routing.
bit.ly
May 19, 2025 at 7:04 PM
Reposted by AI
Learn why fragmentation is killing developer experience (DevEx) and — more importantly — how to fix it.
Why Microservice Environments Break: Lack of Unification
Learn why fragmentation is killing developer experience (DevEx) and — more importantly — how to fix it.
bit.ly
May 12, 2025 at 2:00 PM
Reposted by AI
Traditional ephemeral microservices test environments create financial and operational complexity that sandbox-based environments can solve.
Scale Microservices Testing Without Duplicating Environments
Traditional ephemeral microservices test environments create financial and operational complexity that sandbox-based environments can solve.
bit.ly
April 15, 2025 at 4:34 PM
Reposted by AI
Sandbox Testing: The DevEx Game-Changer for Microservices dev.to/signadot/san...
Sandbox Testing: The DevEx Game-Changer for Microservices
Read this article on Signadot. Sandboxes use application-layer isolation and smart request routing...
dev.to
April 15, 2025 at 4:47 AM
Reposted by AI
Testing Microservices: Message Isolation for Kafka, SQS, More
Testing Microservices: Message Isolation for Kafka, SQS, More
The message isolation pattern works across most popular message brokers, while implementation details vary based on architecture and terminology.
thenewstack.io
April 9, 2025 at 2:02 PM
Reposted by AI
Stop duplicating your messaging infrastructure for testing. This article, thanks to Signadot, shows you how to use message isolation to test microservices with Kafka, SQS, RabbitMQ, and more, all within a single environment.
Testing Microservices: Message Isolation for Kafka, SQS, More
The message isolation pattern works across most popular message brokers, while implementation details vary based on architecture and terminology.
thenewstack.io
April 5, 2025 at 8:32 PM
Reposted by AI
The message isolation pattern works across most popular message brokers, while implementation details vary based on architecture and terminology.
Testing Microservices: Message Isolation for Kafka, SQS, More
The message isolation pattern works across most popular message brokers, while implementation details vary based on architecture and terminology.
thenewstack.io
March 20, 2025 at 5:02 PM
Reposted by AI
Staging environment bottlenecks slowing you down? Discover how sandbox environments are revolutionizing microservices testing by Arjun Iyer, thanks to Signadot. Learn 4 key use cases, from instant previews to shift-left performance testing, and unlock faster, higher-quality releases.
Microservices Testing: 4 Use Cases for Sandbox Environments
The real power of sandbox testing isn't just solving the staging bottleneck, but the way it smooths development workflows.
thenewstack.io
March 19, 2025 at 5:45 PM
Reposted by AI
The real power of sandbox testing isn't just solving the staging bottleneck, but the way it smooths development workflows.
5 Ways Ephemeral Environments Transform Microservice Testing
The real power of sandbox testing isn't just solving the staging bottleneck, but the way it smooths development workflows.
thenewstack.io
March 14, 2025 at 3:12 PM
Reposted by AI
By shifting integration tests from the slow outer loop into the rapid inner loop, organizations can fundamentally transform their development process.
The Million-Dollar Problem of Slow Microservices Testing
By shifting integration tests from the slow outer loop into the rapid inner loop, organizations can fundamentally transform their development process.
thenewstack.io
March 6, 2025 at 4:12 PM
Reposted by AI
Shadow testing runs new service versions alongside the current one, processing the same traffic for direct comparison.
Microservice Integration Testing a Pain? Try Shadow Testing
Shadow testing runs new service versions alongside the current one, processing the same traffic for direct comparison.
thenewstack.io
February 27, 2025 at 2:34 PM
Reposted by AI
Istio and Linkerd can do more than just manage traffic in Kubernetes; they can also unlock lightweight, on-demand development and test environments.
Using Istio or Linkerd To Unlock Ephemeral Environments
Istio and Linkerd can do more than just manage traffic in Kubernetes; they can also unlock lightweight, on-demand development and test environments.
thenewstack.io
February 19, 2025 at 5:09 PM
Reposted by AI
True progress requires systems that not only generate but also maintain and evolve tests over time, incorporating strategic human oversight.
Rethinking AI in the Future of Quality and Testing
True progress requires systems that not only generate but also maintain and evolve tests over time, incorporating strategic human oversight.
thenewstack.io
February 12, 2025 at 5:50 PM