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Role of Human Oversight in AI-Driven Incident Management and SRE

In the fast-paced landscape of technology, AI-driven Incident Management and Site Reliability Engineering (SRE) have emerged as critical components in ensuring the seamless functioning of digital systems. AI algorithms are increasingly employed to detect, diagnose, and resolve incidents with unprecedented speed and efficiency, revolutionizing the traditional approaches to reliability.

Ingest, search, aggregate, view, and analyse data with Aiven for OpenSearch on GCP

Ever considered bringing OpenSearch’s powerful capabilities to your GCP data infrastructure, but not sure where to start? Tune in to our webinar to hear top tips from Aiven’s technical experts and OpenSearch gurus. Expect to learn: AIVEN DATA PLATFORM The Aiven Platform is more than a collection of open source services for streaming, storing and analyzing data. The platform ensures that all services run reliably and securely in the clouds of your choice, are observable, and can easily be integrated with each other and with external 3rd party tools.

How to deal with API rate limits

When I first had the idea for this post, I wanted to provide a collection of actionable ways to handle errors caused by API rate limits in your applications. But as it turns out, it’s not that straightforward (is it ever?). API rate limiting is a minefield, and at the time of writing, there are no published standards in terms of how to build and consume APIs that implement rate limiting.

How to combine Playwright locators to test non-deterministic application flows

Sometimes, applications can behave differently even though your users do the same things. How can you test these non-deterministic flows? Learn in this video how Playwright's "locator.or()" method helps to write tests that can handle different application flows.