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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.

What Will 2024 Bring to the ITOps World? OpsRamp's Technology Leaders Make Their Predictions

If one story stands out in the tech industry for 2023, it was the coming-out party for generative AI. OpenAI’s ChatGPT artificial intelligence chatbot, which was publicly released late in 2022, seized the industry’s imagination in 2023, becoming the fastest-growing consumer application ever. The technology quickly evolved throughout 2023 with a paid subscription service; an API; iOS and Android versions; an enterprise version; plug-ins; and an AI image generator.

LLM hallucinations: How to detect and prevent them with CI

An LLM hallucination occurs when a large language model (LLM) generates a response that is either factually incorrect, nonsensical, or disconnected from the input prompt. Hallucinations are a byproduct of the probabilistic nature of language models, which generate responses based on patterns learned from vast datasets rather than factual understanding.