Meta Uses LLMs to Improve Incident Response

In June, Meta released an article titled Leveraging AI for efficient incident response on their engineering blog. In this article, engineers outline how they leveraged large language models to improve Meta's incident response capabilities. The headline metric from this report: Meta was able to use LLMs to successfully root cause incidents with 42% accuracy in their web monorepo. This means...
Understanding the BM25 full text search algorithm

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Offset Considered Harmful or: The Surprising Complexity of Pagination in SQL

submitted by /u/TheCrush0r [link] [comments]
Building SQL-based Observability With ClickHouse and Grafana

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The Root Cause of Why Organizations Fail With Data & AI

Wave by CLEANPNGDEMYSTIFY DATA STRATEGYA guide to be successful with the strategic groundwork requiredBusiness value through Data and Artificial Intelligence. Everybody talks about it, yet most companies are struggling to monetize their data. I claim that in most cases, this is due to a lack of effective business strategy. This article shows what strategic groundwork is necessary to activate your company’s data assets.This...
ChibiHash: Small, Fast 64 bit hash function

ChibiHash: Small, Fast 64 bit hash function 16 Nov 2024 If you need a small and fast 64 bit hash function that can be copy-pasted easily, then here's one that I cooked up in an hour or so: chibihash64.h. Some key features: Small: ~60 loc in C Fast: See benchmark table below Portable: Doesn't use hardware specific instructions (e.g SSE) Good Quality: Passes smhasher, so should be good...

Category: Agile Architecture

Software architecture workshop (slides)

Published by Arnon Rotem-Gal-Oz on November 29, 2023

The title says it all – These are slides from a session I was working on to explain the basics of software architecture based on…

Don’t let your architecture become the new hardware

Don’t let your architecture become the new hardware

Published by Arnon Rotem-Gal-Oz on March 14, 2016

Yesterday I presented “Big data in the cloud – Welcome to cost oriented design” @ BDX2016 (slides are available here, and I think the video…

Evolving Architectures – Part VII – Parallel

Evolving Architectures – Part VII – Parallel

Published by Arnon Rotem-Gal-Oz on April 14, 2011

(This is part seven of a series. You might want to check the previous parts first ) Parallel and Simplification are the yin and yang…

Evolving Architectures – Part VI – Simplification

Evolving Architectures – Part VI – Simplification

Published by Arnon Rotem-Gal-Oz on October 25, 2010

The previous installment in the series talked about leaps as a technique to change the architecture. Leaps are more of a revolution than an evolution,…

Evolving Architectures – Part V – Leaps

Evolving Architectures – Part V – Leaps

Published by Arnon Rotem-Gal-Oz on August 4, 2010

When talking about “evolving architectures,” a “leap” is one of the worst things that can happen. In the previous installment in this series, I defined…