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AI Articles

89 articles

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Cloudflare logoCloudflare
01 min read
Data Engineering•2026-05-28

How we built Cloudflare's data platform and an AI agent on top of it

Cloudflare built Town Lake, a unified data analytics platform, and Skipper, an AI agent, to solve data sprawl across multiple systems.

Engineering
Analytics
Developers Storage
AI
Data Platform
Dropbox logoDropbox
31 min read
AI•2026-05-21

Introducing Nova, our internal platform for coding agents

Dropbox created Nova, an internal platform for coding agents that helps engineers handle repetitive development tasks efficiently.

Platform
developer velocity
AI
Machine Learning
Nova
Developer
developer productivity
Developer Tools
Cloudflare logoCloudflare
21 min read
AI•2026-05-19

Announcing Claude Managed Agents on Cloudflare

Cloudflare and Anthropic have integrated Claude Managed Agents with Cloudflare Sandboxes, decoupling agent logic from execution infrastructure.

AI
Agents
Cloudflare Workers
Durable Objects
Developers Storage
Cloudflare logoCloudflare
11 min read
Security•2026-05-18

Project Glasswing: what Mythos showed us

Mythos Preview demonstrates significant advances in security-focused AI, but reveals challenges in consistent safeguards and managing vulnerability finding noise.

Security
AI
Agents
Threat Intelligence
LLM
Risk Management
Threat Operations
Automation
Engineering
Databricks logoDatabricks
21 min read
Backend•2026-05-08

How Superhuman and Databricks built a 200K QPS inference platform together

Superhuman and Databricks partnered to build a 200K QPS inference platform serving grammatical error correction at massive scale.

Platform
Product
Engineering
Data Science and ML
AI
AI Engineering
Industries
Technology
Data Strategy
Data Leader
Company
Customers
Databricks logoDatabricks
21 min read
Machine Learning•2026-05-08

Using MemAlign to Improve Evaluation of Traditional Machine Learning in Genie Code

Databricks built an evaluation framework using LLM judges aligned with human experts through MemAlign to assess the quality of Genie Code-generated machine learning notebooks.

Engineering
Data Science and ML
AI
AI Engineering
Spotify logoSpotify
61 min read
AI•2026-05-01

Building a Natural Language Interface to the Spotify Ads API with Claude Code Plugins

This article describes how to build a Claude Code plugin that translates natural language into Spotify Ads API operations.

AI
Developer Tools
Developer Experience
Cloudflare logoCloudflare
31 min read
AI•2026-04-30

Agents can now create Cloudflare accounts, buy domains, and deploy

Cloudflare and Stripe launched a protocol enabling AI agents to autonomously provision cloud infrastructure without manual intervention.

Cloudflare Workers
Developer Platform
Agents
Registrar
AI
Databricks logoDatabricks
51 min read
Data Engineering•2026-04-29

Stripe data now available on Databricks via Databricks Marketplace

Stripe Data Pipeline is now available on Databricks Marketplace via Delta Sharing, enabling real-time payment and business data analysis without ETL.

Partners
AI
Databricks logoDatabricks
51 min read
AI•2026-04-28

Operationalizing AI for public sector fraud prevention

This article demonstrates how public sector agencies can modernize fraud prevention using Databricks with AI.

Platform
Solutions
Engineering
Data Science and ML
AI
Industries
Public Sector
Data Strategy
Best Practices
Databricks logoDatabricks
51 min read
AI•2026-04-27

Inside one of the first production deployments of Lakebase: LangGuard's agentic workflow governance engine

LangGuard is a runtime governance platform for enterprise agentic AI workflows built on Databricks Lakebase.

Partners
AI
Databricks logoDatabricks
121 min read
AI•2026-04-24

OpenAI GPT-5.5 now available on Databricks, fully-governed through Unity AI Gateway

Databricks now offers GPT-5.5 with end-to-end governance through Unity AI Gateway for enterprise AI deployments.

AI
Databricks logoDatabricks
31 min read
AI•2026-04-23

Databricks partners with OpenAI on GPT-5.5

Databricks partners with OpenAI to introduce GPT-5.5, a frontier model for enterprise agentic work and complex reasoning.

AI
Databricks logoDatabricks
31 min read
AI•2026-04-22

Are LLM agents good at join order optimization?

This research explores LLM agents for database join order optimization through iterative testing.

AI
Spotify logoSpotify
31 min read
AI•2026-04-22

Background Coding Agents: Supercharging Downstream Consumer Dataset Migrations (Honk, Part 4)

Spotify automated the migration of 1,800+ data pipeline consumers using their background coding agent "Honk," saving 10 engineering weeks of manual effort.

AI
Platform
Data
Developer Tools
Databricks logoDatabricks
51 min read
AI•2026-04-22

How to transform document activation workflows with Genie and Agent Bricks

Databricks enables document automation through a unified, multi-agent AI platform combining extraction, querying, and system integration.

Solutions
Data Science and ML
AI
Media & Entertainment
Data Leader
Customers
Grab logoGrab
69 min read
AI•2026-04-22

Record, generate, run: AI-powered UI test generation for iOS

An AI-powered system automates iOS UI test generation by analyzing recorded user interactions and generating complete, executable test code.

AI
iOS
mobile
Engineering
Grab logoGrab
79 min read
AI•2026-04-22

Record, generate, run: AI-powered UI test generation for iOS

This article presents an AI workflow that generates iOS UI tests from recorded user interactions.

AI
iOS
mobile
Engineering
Cloudflare logoCloudflare
71 min read
Security•2026-04-21

Moving past bots vs. humans

As AI agents bypass traditional web browsers, the distinction between bots and humans is blurring, requiring web protection systems to evolve.

Research
Bots
Privacy
Standards
Better Internet
AI
Cloudflare logoCloudflare
51 min read
DevOps•2026-04-20

Orchestrating AI Code Review at scale

Cloudflare orchestrates AI code review using multiple specialized agents coordinated by a reviewer agent.

Agents Week
Agents
AI
Developer Platform
Developers
LLM
AI Gateway