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AI Articles

89 articles

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Spotify logoSpotify
101 min read
AI•2025-12-09

Background Coding Agents: Predictable Results Through Strong Feedback Loops (Honk, Part 3)

Spotify shares how they designed reliable background coding agents ("Honk") using strong verification loops to minimize incorrect or broken pull requests at scale.

AI
Developer Experience
Platform
Developer Tools
Microsoft logoMicrosoft
31 min read
AI•2025-12-03

The Interaction Changes Everything: Treating AI Agents as Collaborators, Not Automation

This post presents a framework for treating AI agents as collaborative partners rather than automation tools, based on Microsoft's Entra SDK v1-to-v2 migration across hundreds of repositories.

Engineering@Microsoft
AI
AI agent
Developer productivity
Dropbox logoDropbox
31 min read
Culture•2025-11-26

Building the future: highlights from Dropbox’s 2025 summer intern class

Dropbox's 2025 Camp Dropbox Intern Program welcomed 43 interns from 27 colleges across multiple countries for a 12-week program focused on meaningful engineering contributions.

Dash
Search
AI
Spotify logoSpotify
111 min read
AI•2025-11-24

Background Coding Agents: Context Engineering (Honk, Part 2)

Spotify shares lessons from building a background coding agent ("Honk") that automates large-scale code migrations by generating mergeable pull requests across thousands of repositories.

AI
Developer Experience
Platform
Developer Tools
Infrastructure
Dropbox logoDropbox
61 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
71 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
Dropbox logoDropbox
51 min read
Machine Learning•2025-10-02

A practical blueprint for evaluating conversational AI at scale

This post outlines Dropbox's systematic evaluation framework for conversational AI, developed while building Dropbox Dash.

models
AI
Machine Learning
Dash
Testing
Dropbox logoDropbox
31 min read
DevOps•2025-08-27

Hack Week 2025: How these engineers liquid-cooled a GPU server

Dropbox engineers built a custom liquid cooling system for GPU servers during Hack Week 2025, winning the Learn Fast award for accelerating innovation in infrastructure.

Culture
AI
Developers
Infrastructure
Microsoft logoMicrosoft
21 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