Systems | Development | Analytics | API | Testing

3AM Pager: When You Know the Data but Can't Search It

Jan 8, 2026 By Speedscale In Speedscale
Ever tried searching your entire production stack for one user? Getting paged at 3 AM is bad enough. It’s worse when you only have a single username and zero visibility into what’s actually happening across your microservices. With Speedscale, you can perform full-text searches across every API call and database interaction in real-time. Stop guessing and start debugging with total context.
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dreamfactory

REST API Principles | A Comprehensive Overview

Jan 7, 2026 By Terence Bennett In DreamFactory
REST APIs are the basis of all interactions between different applications. Many companies and organizations today offer APIs to interact with their applications. REST APIs allow third-party application developers to perform operations such as transmitting or accessing data from one application to another. This is called a public API. This means that this API is intended for interaction with third-party apps.
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keploy

Stateful Vs Stateless: A Developer'S Real-World Guide (2026)

Jan 7, 2026 By Keploy In Keploy
Why do some bugs only appear after deployment, even when tests pass locally? Early in my backend work, I kept hearing discussions around stateful vs stateless. It felt academic at first, but once I started dealing with scaling issues, flaky tests, and production bugs, I saw how much this decision actually matters. This article is based on how I’ve seen these architectures behave in real systems, not just diagrams.
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dreamfactory

Why Instant, Secured REST APIs are the Backbone of Manufacturing Process Optimization in 2026 | DreamFactory

Jan 7, 2026 By Kevin Hood In DreamFactory
In the industrial landscape of 2026, data is no longer just a byproduct of production—it is the primary driver of operational efficiency. However, a significant gap remains: the Integration Gap. While factories are teeming with sensors, ERPs, and PLCs, the ability to deliver that data to real-time applications remains a manual, slow, and often insecure process.
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DLP: The Key to Secure K8s Testing #speedscale #dlp #kubernetes #devops #testing

Jan 7, 2026 By Speedscale In Speedscale
Testing with production traffic doesn't have to be a security risk. Engineers often avoid production data because of sensitive info like passwords, tokens, and PII. But legacy test data management is too static for modern, fast-changing payloads. Enter the Speedscale Streaming DLP Engine. It automatically detects and redacts sensitive data in real time as it's captured from your environment. You get the realism of production traffic without the risk of a data breach.
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