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.
Speedscale Blog
Latest insights on Agentic AI workflows, cloud native architectures, and performance optimization best practices from the Speedscale team.
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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.
How to Test Your React Frontend When the Backend Is Offline
Learn how to test your React frontend without running backend services. Record real API traffic and mock responses for faster development, reliable testing, and offline coding. Step-by-step guide with proxymock.
The Ultimate Guide to a Smooth Dev Environment
Setting up a development environment can be challenging, especially for new developers or those adapting to new developer tools. A well-configured environment...
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. Learn about the brutal challenges of language ABI hell, performance overhead, and context correlation (Goroutines, etc.) that major vendors must solve. eBPF is a scalpel, not a sledgehammer. Discover where it truly shines and where its complexity explodes.
Ephemeral Environment Testing: Do you need it?
Traditional testing methods often delay the software development lifecycle, as we have grown used to these outdated processes without considering alternatives.
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.
Test Code Changes with Claude Code Using Real Traffic
Claude Code can write features and fix bugs, but proxymock traffic snapshots give me the integration tests, replays, and observation diffs required to ship confident backend changes.
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.