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AI / ML Articles

Explore real-world engineering experiences from top tech companies.

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#1
GitHub logoGitHub

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The Hacker News logoThe Hacker News

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Google Cloud logoGoogle Cloud

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Google Cloud logoGoogle Cloud

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Databricks logoDatabricks

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Grab logoGrab
211 min read
AI•2025-11-21

SpellVault’s evolution: Beyond LLM apps, towards the agentic future

This article describes how Grab's internal AI platform SpellVault evolved from a no-code LLM app builder into an agentic AI platform capable of reasoning and acting dynamically.

engineering
performance
Engineering
Data
Dropbox logoDropbox
21 min read
AI•2025-11-17

How Dash uses context engineering for smarter AI

Dropbox Dash evolved from a traditional RAG-based enterprise search into an agentic AI system, requiring a new discipline called context engineering to manage what information models receive.

models
Search
Machine Learning
AI
Dash
Dropbox logoDropbox
21 min read
AI•2025-10-23

With Mobius Labs' Aana models, we're bringing deeper multimodal understanding to Dropbox Dash

Dropbox has acquired AI startup Mobius Labs and is integrating their multimodal AI models, called Aana, into Dropbox Dash to enable deeper understanding of rich media content.

models
Search
Machine Learning
AI
Infrastructure
Multimedia
Microsoft logoMicrosoft
01 min read
AI•2025-07-14

Enhancing Code Quality at Scale with AI-Powered Code Reviews

Microsoft's AI-powered code review assistant now supports over 90% of PRs company-wide, impacting 600K+ pull requests per month.

Engineering@Microsoft
AI
AI agent
AI Apps
Code quality
Code reviews
Developer productivity
Paypal logoPaypal
11 min read
AI•2025-04-14

PayPal Releases Agentic Toolkit to Accelerate Commerce

PayPal introduces the Agentic Toolkit, a library that integrates PayPal's commerce APIs into AI agent frameworks.

ai
artificial-intelligence
agentic-ai
Paypal logoPaypal
21 min read
AI•2025-04-04

PayPal Begins Rollout of MCP Servers to Accelerate Agentic Commerce

PayPal has launched an official MCP (Model Context Protocol) server to enable AI-driven agentic commerce for developers and merchants.

mcp-server
developer
artificial-intelligence
Microsoft logoMicrosoft
01 min read
AI•2025-03-03

How Microsoft Engineers Build AI: Learn about scalable RAG-enabled AI Apps

This post introduces Microsoft's new video series on how engineers build scalable RAG-enabled AI applications, using the Ask Learn plugin in Copilot for Azure as a case study.

Engineering@Microsoft
AI Apps
AI Development
Intelligent Apps
RAG
Scalable
Paypal logoPaypal
31 min read
AI•2024-05-02

Scaling PayPal’s AI Capabilities with PayPal Cosmos.AI Platform

PayPal's Cosmos.AI Platform is an enterprise-scale ML/AI platform designed to streamline end-to-end Machine Learning Development Lifecycle (MLDLC) across the organization.

artificial-intelligence
mlops
enterprise-technology
generative-ai-tools