News reporting focused on AI and machine learning, covering the companies behind these technologies, their real-world applications, and the ethical concerns they raise. This includes areas like generative AI (large language models, text-to-image and video), speech tech, and predictive analytics.
At QCon London, Spotify engineers detailed Honk, an AI coding agent that automates fleet-wide codebase migrations. Honk evolved from a script replacement to a general-purpose background agent, merging 1,000 pull requests in 10 days. This pace has shifted the bottleneck to human code review, highlighting the tool's impact on developer productivity.
Malachyte, an e-commerce personalization startup founded by three former Spotify engineers, has raised $10 million in seed funding. The round was co-led by Bessemer Venture Partners and Gradient, with participation from Harpoon Ventures. Malachyte adapts Spotify's Vector AI recommendation system to predict shopper intent in real time, using behavioral signals like clicks and hovers to personalize storefronts without requiring accounts or purchase history. The platform is live on Shopify and via API for larger retailers.
Anthropic has launched new app connectors for its Claude AI, enabling users to link personal services like Spotify, Uber Eats, TurboTax, and more. These integrations expand beyond prior work tools such as Microsoft apps to cover activities from music streaming to tax filing and grocery delivery. Available now to all users with mobile support in beta, the feature prioritizes privacy and user control.