OpenClaw is an open-source project that allows users to build and control AI agents. It provides a gateway for building agents and can be integrated with messaging apps such as Telegram. The article details the setup process, capabilities, and potential risks of using OpenClaw.
OpenClaw utilizes "skills" (packages of tools and instructions) and a "SOUL.md" file to define the agent's behavior and personality. The agent stores conversation history to improve its responses over time.
A review of Google's Auto Browse agent, testing its ability to perform various online tasks, from playing web games to managing playlists and scanning emails. The agent shows promise but requires significant supervision and struggles with certain tasks, particularly those involving prolonged monitoring or complex interfaces.
Spotify leverages the Claude Agent SDK to save up to 90% of engineering time on complex code migrations, merging over 650 pull requests per month and automating fleet-wide transformations.
This article details Spotify's approach to building reliable background coding agents, focusing on verification loops and LLM judges to ensure code quality and prevent functional errors. It explores how these feedback mechanisms contribute to predictable and trustworthy automation in large-scale software maintenance.