AI Prediction for 2026
Explore 5 bold AI predictions for 2026. From the burst of the AI bubble to the rise of 'vibe coding' and agentic workflows, discover why the future of tech belongs to those who prioritize reliability over hype.
Posts about devops
Browse 9 posts in this category
Digital Twins Gone Wild: My Unexpected AI Doppelgänger
Tired of Staging environments that don't match Prod? Learn how Speedscale's Digital Twin, built from real production traffic, solves dependency nightmares, data dilemmas, and configuration drift to ensure your software and AI systems are tested against reality, not assumptions.
Shopify Outage 2025: Rise of the Commerce Kaiju
Shopify's infrastructure crumbled in 2025 like a city under a 'Commerce Kaiju' attack. Relive the dramatic outage, the checkout carnage, and the crucial lesson learned about shifting left and rigorous testing.
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, mock dependencies, and ship updates confidently without writing application code.
Mocking PostgreSQL the Easy Way: Simplifying Testing with Speedscale Proxymock
Simplify PostgreSQL testing instantly. Replace slow, fragile database setups with Speedscale Proxymock. Record real database traffic once and replay it deterministically, eliminating the need to start, migrate, and seed a local PostgreSQL instance for every test. Speed up CI/CD, eliminate data drift, and save engineering hours.
Cascading Failures Aren’t Inevitable: Lessons from the AWS DNS Outage
The AWS DNS outage exposed the risk of cascading failures. Learn how to prevent a single DNS failure from taking down your system by mapping service dependencies and prioritizing failover testing for cloud resilience.
Settle Your QA Debt Before the Bugs Start Breaking Kneecaps
Practical strategies to eliminate QA bottlenecks and build resilient testing pipelines
Debugging Without a Net: The Pain of Reproducing Production Issues
Catch the ghost! Learn why reproducing production bugs is so hard, how unrealistic test environments fail you, and what Debugging Without a Net really feels like for every engineer.
MySQL Mocking with Speedscale’s Proxymock: A Complete Guide
Master MySQL service mocking with Proxymock. Accelerate your CI/CD pipeline and local tests by replacing your live database with a fast, isolated digital twin.