Engineering at Meta

APRIL 6, 2023

Buck2, our new open source, large-scale build system , is now available on GitHub. Buck2 is an extensible and performant build system written in Rust and designed to make your build experience faster and more efficient. In our internal tests at Meta, we observed that Buck2 completed builds 2x as fast as Buck1. Why rebuild Buck?

Building 145

Building Systems Java Coding 145

The Pragmatic Engineer

MARCH 12, 2024

” They write the specification, code, tests it, and write the documentation. Code reviews reduce the need to pair while working on a task, allowing engineers to keep up with changes and learn from each other. CI/CD : running automated tests on all changes, and deploying code to production automatically. The copilot.

Engineering 319

Engineering Programming Language Hospitality Programming 319

Edureka

FEBRUARY 8, 2023

One of them is Chat GPT, a conversational model of AI that is a powerful chatbot that answers follow-up questions and writes code for the users. In this blog we will get to know about the perks of ChatGPT for coding. 4 Step 6: Receive a code through SMS or WhatsApp. 5 Step 7: After entering the code, select “New Chat.”

Coding 130

Coding Deep Learning Programming Java 130

Data Engineering Podcast

JANUARY 15, 2023

At the Modern Data Company they created the DataOS platform as a means of driving your full analytics lifecycle through code, while providing automatic knowledge graphs and data discovery. In this episode Srujan Akula explains how the system is implemented and how you can start using it today with your existing data systems.

Coding 130

Coding Building PostgreSQL Data Lake 130

The Pragmatic Engineer

MARCH 19, 2024

Today, full subscribers got access to a comprehensive Senior-and-above tech compensation research. The company says: “Devin is the new state-of-the-art on the SWE-Bench coding benchmark, has successfully passed practical engineering interviews from leading AI companies, and has even completed real jobs on Upwork.

Software Engineering 323

Software Engineering Software Engineer Programming Language Media 323

The Pragmatic Engineer

SEPTEMBER 26, 2023

Every day, there’s more code at a tech company, not less. However, monorepos result in codebases growing large, so that even checking out the code or updating to the head can be time consuming. Concern about code leaks. With full-remote work, the risk is higher that someone other than the employee accesses the codebase.

Cloud 309

Cloud Software Engineering Software Engineer Cloud Computing 309

Engineering at Meta

APRIL 28, 2025

Meta’s vast and diverse systems make it particularly challenging to comprehend its structure, meaning, and context at scale. We discovered that a flexible and incremental approach was necessary to onboard the wide variety of systems and languages used in building Metas products. We believe that privacy drives product innovation.

Metadata 86

Metadata Data Utilities Data Warehouse 86

The Pragmatic Engineer

OCTOBER 17, 2024

The startup was able to start operations thanks to getting access to an EU grant called NGI Search grant. Code and raw data repository:   Version control: GitHub Heavily using GitHub Actions for things like getting warehouse data from vendor APIs, starting cloud servers, running benchmarks, processing results, and cleaning up after tuns.

Cloud 326

Cloud AWS Metadata Cloud Computing 326

Edureka

APRIL 10, 2025

When you hear the term System Hacking, it might bring to mind shadowy figures behind computer screens and high-stakes cyber heists. In this blog, we’ll explore the definition, purpose, process, and methods of prevention related to system hacking, offering a detailed overview to help demystify the concept.

Systems 40

Systems Education Accessibility Accessible 40

Netflix Tech

NOVEMBER 12, 2024

However, this category requires near-immediate access to the current count at low latencies, all while keeping infrastructure costs to a minimum. Failures in a distributed system are a given, and having the ability to safely retry requests enhances the reliability of the service.

Datasets 101

Datasets Computer Science Systems Kafka 101

Data Engineering Podcast

FEBRUARY 18, 2024

As a listener to the Data Engineering Podcast you can get a special discount of 20% off your ticket by using the promo code dataengpod20. What are the pain points that are still prevalent in lakehouse architectures as compared to warehouse or vertically integrated systems? Promo Code: depod20 Starburst : ![Starburst

Data Lake 262

Data Lake High Quality Data Data Warehouse Google Cloud 262

Snowflake

NOVEMBER 6, 2024

But as technology speeds forward, organizations of all sizes are realizing that generative AI isn’t just aspirational: It’s accessible and applicable now. Alberta Health Services ER doctors automate note-taking to treat 15% more patients The integrated health system of Alberta, Canada’s third-most-populous province, with 4.5

Hospitality 96

Hospitality Medical Government Software Engineering 96

Cloudera

NOVEMBER 13, 2024

LLMs deployed as code assistants accelerate developer efficiency within an organization, ensuring that code meets standards and coding best practices. No-code, low-code, and all-code solutions. Anyone with any skill level can leverage the power of Fine Tuning Studio with or without code.

Datasets 87

Datasets Machine Learning Coding Data Preparation 87

Knowledge Hut

JANUARY 3, 2024

An operating system that allows multiple programmes to run simultaneously on a single processor machine is known as a multiprogramming operating system. This keeps the system from idly waiting for the I/O work to finish, wasting CPU time. We'll explain the multiprogramming operating system in this article.

Systems 98

Systems Utilities Programming Language Programming 98

Snowflake

NOVEMBER 11, 2024

Optimize performance and cost with a broader range of model options Cortex AI provides easy access to industry-leading models via LLM functions or REST APIs, enabling you to focus on driving generative AI innovations. This no-code interface allows you to quickly experiment with, compare and evaluate models as they become available.

Unstructured Data 98

Unstructured Data SQL AWS Healthcare 98

Netflix Tech

DECEMBER 19, 2024

Many of these projects are under constant development by dedicated teams with their own business goals and development best practices, such as the system that supports our content decision makers , or the system that ranks which language subtitles are most valuable for a specific piece ofcontent.

Machine Learning 82

Machine Learning Project Data Warehouse Coding 82

dbt Developer Hub

APRIL 20, 2025

We are committed to building the data control plane that enables AI to reliably access structured data from across your entire data lineage. Both AI agents and business stakeholders will then operate on top of LLM-driven systems hydrated by the dbt MCP context. What is MCP? Why does this matter? MCP addresses this challenge.

Structured Data 98

Structured Data SQL BI Project 98

The Pragmatic Engineer

OCTOBER 10, 2023

However, Martin had not written a line of production code for the last four years, as he’s taken on the role of CEO, and heads up observability scaleup Chronosphere – at more than 250 people and growing. From learning to code in Australia, to working in Silicon Valley How did I learn to code?

Software Engineering 318

Software Engineering Software Engineer Architecture Media 318

Towards Data Science

JANUARY 30, 2025

That said, this tutorial aims to introduce airflow-parse-bench , an open-source tool I developed to help data engineers monitor and optimize their Airflow environments, providing insights to reduce code complexity and parsetime. When writing Airflow DAGs, there are some important best practices to bear in mind to create optimized code.

Python 48

Python Coding Google Cloud Database 48

Data Engineering Podcast

NOVEMBER 20, 2022

Summary The majority of blog posts and presentations about data engineering and analytics assume that the consumers of those efforts are internal business users accessing an environment controlled by the business. The biggest challenge with modern data systems is understanding what data you have, where it is located, and who is using it.

Systems 130

Systems Metadata Data Pipeline MongoDB 130

Snowflake

JUNE 5, 2024

It provides access to industry-leading large language models (LLMs), enabling users to easily build and deploy AI-powered applications. By using Cortex, enterprises can bring AI directly to the governed data to quickly extend access and governance policies to the models. Fine-tuned models can be managed using Snowflake Model Registry.

Coding 113

Coding Building Management Government 113

The Pragmatic Engineer

OCTOBER 10, 2024

Wordpress is the most popular content management system (CMS),  estimated  to power around 43% of all websites; a staggering number! What makes Wordpress popular is a mix of factors: Restrictive license : licensed as  GPLv2 , which allows for commercial use, and for modifying the code; as long as the license remains in place.

Consulting 345

Consulting AWS Engineering Software Engineering 345

Snowflake

APRIL 30, 2025

Ransomware is a type of malicious software that encrypts a victim's data or locks their device, demanding a ransom to restore access or to not expose the data. Prevention Access controls Access to Snowflake infrastructure is protected by multiple layers of security (defense in depth and zero trust ).

Accessibility 75

Accessibility Accessible Metadata Cloud 75

The Pragmatic Engineer

OCTOBER 18, 2024

  Modify the code so it removed ways to upgrade from free to paid Spotify features in this free app. Corporate conflict recap Automattic is the creator of open source WordPress content management system (CMS), and WordPress powers an incredible 43% of webpages and 65% of CMSes.

Engineering 356

Engineering Government Project AWS 356

Snowflake

JANUARY 28, 2025

Thats why we are announcing that SnowConvert , Snowflakes high-fidelity code conversion solution to accelerate data warehouse migration projects, is now available for download for prospects, customers and partners free of charge. And today, we are announcing expanded support for code conversions from Amazon Redshift to Snowflake.

Data Warehouse 83

Data Warehouse Professional Services SQL Coding 83

The Pragmatic Engineer

AUGUST 8, 2024

When an “out of bounds” topic comes up, the chatbot hands over to a human agent: My first attempt to get the chatbot to talk about non-shopping related topics led to a swift handoff to a human agent Poking at the system prompt A system prompt is a way to provide context and instructions before passing on the user input.

IT 240

IT Software Engineering Software Engineer Systems 240

Netflix Tech

DECEMBER 17, 2024

Analytics Engineers deliver these insights by establishing deep business and product partnerships; translating business challenges into solutions that unblock critical decisions; and designing, building, and maintaining end-to-end analytical systems. Enter DataJunction (DJ).

Engineering 85

Engineering Entertainment Amazon Web Services Utilities 85

Snowflake

FEBRUARY 13, 2025

Snowflake has embraced serverless since our founding in 2012, with customers providing their code to load, manage and query data and us taking care of the rest. They can easily access multiple code interfaces, including those for SQL and Python, and the Snowflake AI & ML Studio for no-code development.

Management 85

Management Government Cloud Unstructured Data 85

Snowflake

FEBRUARY 12, 2025

AI agents, autonomous systems that perform tasks using AI, can enhance business productivity by handling complex, multi-step operations in minutes. Agents need to access an organization's ever-growing structured and unstructured data to be effective and reliable. text, audio) and structured (e.g.,

Unstructured Data 83

Unstructured Data Government SQL Structured Data 83

The Pragmatic Engineer

MAY 1, 2024

The company says: “Devin is the new state-of-the-art on the SWE-Bench coding benchmark, has successfully passed practical engineering interviews from leading AI companies, and has even completed real jobs on Upwork. Source: Cognition So far, all we have is video demos, and accounts of those with access to this tool.

Software Engineering 239

Software Engineering Software Engineer Programming Language Media 239

Snowflake

JANUARY 28, 2025

Thats why we are announcing that SnowConvert , Snowflakes high-fidelity code conversion solution to accelerate data warehouse migration projects, is now available for download for prospects, customers and partners free of charge. And today, we are announcing expanded support for code conversions from Amazon Redshift to Snowflake.

Data Warehouse 72

Data Warehouse Professional Services SQL Data 72

DataKitchen

NOVEMBER 5, 2024

This architecture is valuable for organizations dealing with large volumes of diverse data sources, where maintaining accuracy and accessibility at every stage is a priority. This foundational layer is a repository for various data types, from transaction logs and sensor data to social media feeds and system logs.

Architecture 78

Architecture Raw Data Pipeline-centric Data Ingestion 78

Data Engineering Podcast

JUNE 9, 2024

To address this shortcoming Datorios created an observability platform for Flink that brings visibility to the internals of this popular stream processing system. Announcements Hello and welcome to the Data Engineering Podcast, the show about modern data management This episode is supported by Code Comments, an original podcast from Red Hat.

Process 147

Process Data Lake High Quality Data Machine Learning 147

Robinhood

MAY 30, 2024

Robinhood Crypto has continued to see its market share increase as customers get access to a growing number of advanced trading tools to help them efficiently navigate the crypto market.” Our Security Team routinely reviews code and infrastructure powering Robinhood Crypto. This gives customers an additional layer of protection.

Insurance 142

Insurance Portfolio Algorithm Coding 142

Snowflake

NOVEMBER 11, 2024

Ingest data more efficiently and manage costs For data managed by Snowflake, we are introducing features that help you access data easily and cost-effectively. This reduces the overall complexity of getting streaming data ready to use: Simply create external access integration with your existing Kafka solution.

Data Architecture 105

Data Architecture Architecture Data Lake Kafka 105

Edureka

MARCH 15, 2025

It is seamlessly integrated across Meta’s platforms, increasing user access to AI insights, and leverages a larger dataset to enhance its capacity to handle complex tasks. DeepSeek-Coder-V2: Coding companion DeepSeek-Coder-V2, which has strong math and coding abilities, is similar to having a second developer on your device.

Entertainment 74

Entertainment Retail Education Datasets 74

Towards Data Science

DECEMBER 10, 2024

Some positives (Microsoft Access comes to mind), but some are questionable at best, such as traditional data design principles and data quality and validation at ingestion. Unfortunately, this pipeline was very prone to data quality issues, and the solution in place was a build-then-test system, which ran each night.

PostgreSQL 75

PostgreSQL Data Python SQL 75