OpenClaw
5 articles
Microsoft Scout, Explained: The Always-On 'Autopilot' Built on OpenClaw
Microsoft Scout is the first of a new category Microsoft calls 'Autopilots' — a Windows and macOS desktop agent that acts on your files, shell, browser and Microsoft 365, and works autonomously in the background. Here's what's actually confirmed, what isn't, how to get it, and why it's built on the open-source OpenClaw framework.
Building AI Agents in the Enterprise: Implementation Patterns for 2026
Anthropic's playbook is right about the enterprise shape. The missing layer is implementation: governed skills, MCP tools, memory, observability, worktree-safe orchestration, and agent fleets that survive contact with a 1,000-person company.
Claude Code in Large Codebases: The 2026 Implementation Guide
Claude Code does not win large codebases by swallowing the repo. It wins when you build a navigation and governance layer around it.
We benchmarked Garry Tan's gbrain against our own agent memory on 150 real questions (May 2026)
A 352-file, 150-question apples-to-apples retrieval benchmark between gbrain and our existing OpenClaw qmd setup. gbrain wins 8.3x more often on hard, cross-source, and discrimination questions — but the headline is messier than the marketing.
The House Keys Problem: What OpenClaw and Claude Code Are Really Fighting About
There's a story about the moment OpenClaw clicked for its creator. It involves house keys, a sleeping founder, and an agent that booked a restaurant without being asked. That story still tells you everything you need to know — even now that Claude Code has started asking for a small keyring of its own.