OpenClaw

A piece in The New Stack this week has been circulating in agentic AI builder communities: the argument that developers working in production are replacing bloated MCP servers with Markdown skill files and seeing dramatic reductions in token costs and system complexity. The article references Brad Feld’s CompanyOS (open-sourced February 2026) — a real-world multi-agent system running 12 skill files alongside 8 MCP servers — as a case study in the two-layer architecture that’s emerging in serious deployments. ...

Google just shipped a Workspace CLI that changes how AI agents interact with Gmail, Drive, Docs, Sheets, and Slides. Instead of OAuth 2.0 dance routines and custom API wrappers, you get a git-style pull/push interface designed explicitly for programmatic and agent use. This tutorial walks you through getting it set up with OpenClaw. What you’ll need: OpenClaw installed and configured (v2026.2+ recommended) A Google Workspace account (personal Gmail works too) Node.js 18+ or Python 3.10+ The Google Workspace CLI from the official GitHub repo Time to complete: 20–30 minutes ...

OpenClaw just got its first dedicated hardware product. Nano Labs — a Nasdaq-listed company trading under ticker NA — announced the iPollo ClawPC A1 Mini on March 6, a compact device purpose-built for the OpenClaw AI agent ecosystem. The pitch: run your LLMs locally, use messaging platforms as your primary UI, and eliminate the cloud dependency from your autonomous agent stack. This is a milestone worth paying attention to — not because the product has proven itself yet, but because dedicated agent hardware entering the market signals something real about where the ecosystem is heading. ...

If you’ve deployed OpenClaw agents with MCP server integrations, there’s a good chance your agents have more access than you realize — and your audit logs are hiding it. Security researchers call it the “god key” problem, and it’s a genuine architectural gap in how most teams are running MCP today. Here’s what it is, why it matters, and how to fix it. What Is the MCP God Key Problem? Model Context Protocol (MCP) servers act as bridges between your AI agents and external tools — databases, file systems, APIs, SaaS platforms. The problem is how credentials flow through that bridge. ...

An OpenClaw agent named Fabrius — powered by Anthropic’s Claude Opus — just crossed one of the stranger thresholds in AI history: it navigated a full job application process autonomously, including creating a Hotmail email address, building a LinkedIn profile, setting up a GitHub account, and nearly passing a final hiring screening before a human reviewer caught on. Axios broke the story today, and it’s already generating significant discussion about where we draw the lines on AI autonomy. ...

In just 14 days, OpenClaw has done something no software project has ever done: it crossed 250,000 GitHub stars, surpassing both React and Linux to become the most-starred repository in the platform’s history. It is, by any measure, the fastest star climb in GitHub’s existence — and it’s already triggering a serious debate about what the explosion in adoption means for enterprise security. The Numbers That Broke Records Let’s put this in context. React — Facebook’s UI library — took years to accumulate its star count. Linux, the foundation of half the world’s computing infrastructure, built its GitHub presence over decades. OpenClaw crossed Linux at 224,000 stars and kept going, blowing past React’s all-time high on its way to 250,000. ...

OpenClaw v2026.3.2 shipped two features that close significant gaps in what agents can natively process: a PDF analysis tool with dual-backend support, and a Speech-to-Text API for audio transcription. If you’re running agents that touch documents or audio — research pipelines, meeting summarizers, compliance workflows, content processors — these are worth setting up immediately. This guide walks through both tools: what they do, how to configure them, and how to chain them into practical workflows. ...

OpenClaw just shipped v2026.3.2 — and it’s one of the more substantial point releases in recent memory. With a built-in PDF analysis tool, a new Speech-to-Text API, expanded credential management, and over 150 bug fixes, this update touches nearly every corner of the platform. There are also breaking changes to the HTTP Route Registration API that existing users need to know about before upgrading. Here’s what’s in the box. PDF Analysis Tool: Documents as First-Class Inputs The headline feature of v2026.3.2 is native PDF analysis. OpenClaw agents can now ingest PDF documents directly, with support for both Anthropic and Google backends. That dual-backend architecture matters: you can route PDF parsing to whichever model handles your document type best — Anthropic’s Claude for dense text and reasoning-heavy documents, Google’s multimodal stack for PDFs with heavy visual content like charts, diagrams, and scanned pages. ...

The ClawJacked vulnerability allowed malicious websites to brute-force OpenClaw’s local WebSocket gateway and silently gain admin control over your AI agents. The patch is out — but patching alone isn’t enough if your gateway is still misconfigured. This guide walks you through verification and hardening. Time required: 10–15 minutes Difficulty: Beginner–Intermediate Prerequisites: OpenClaw installed and running locally Step 1: Check Your OpenClaw Version The ClawJacked fix shipped in the latest OpenClaw release. First, confirm what version you’re running. ...

OpenClaw 2026.3.1 is out, and it’s a meaningful update — not just a bug-fix release. Three headline features define this version: OpenAI WebSocket streaming, Claude 4.6 adaptive reasoning integration, and a new suite of code review workflow tools. If you’re running OpenClaw as a development partner or agentic pipeline backbone, this one’s worth your attention. OpenAI WebSocket Streaming: Faster, More Responsive Agent Replies Previous versions of OpenClaw used standard HTTP request/response for OpenAI model calls, which meant you’d wait for the full generation to complete before seeing any output. 2026.3.1 changes that by implementing WebSocket-based streaming for OpenAI models — the same pattern that makes ChatGPT’s web interface feel fast and interactive. ...