openclaw

Users report that OpenAI's Codex rate limits have become significantly stricter, with a Pro plan hitting its cap in two days instead of a week, disrupting an OpenClaw-based setup. The user is considering alternative models or Hermes while hoping OpenAI rolls back the change.

This paper presents a layered architectural analysis of Agentic AI, using OpenClaw and Ollama as a full-stack prototype to show how autonomous capabilities emerge from system integration, and discusses operational challenges and future directions.

After months of experimentation, the author successfully ordered a pizza using OpenClaw integrated with vapi.ai and Twilio, and is now hosting an AMA about the setup.

A tweet showcasing an AI Product Manager in 2026 using Hermes and OpenClaw to run LOOPS.

User shares a bundle of four operator skills (Direction Clarifier, Routing Enforcer, Outcome Guard, Completion Verifier) to fix AI agent drift and incomplete task execution in multi-agent workflows, particularly for e-commerce.

A reflection on the rapid rise and apparent disappearance of the Openclaw AI assistant frenzy, questioning whether the hype materialized into a durable tool or fizzled out.

OpenClaw announces extended-stable releases with monthly backported fixes and a public maturity scorecard, moving closer to official LTS support.

Ant Group's AntLing-3.0-flash model is now live on OpenClaw via OpenRouter, requiring only a model ID setup. It features 256K context, RL training for long-horizon tool calling, is API-only, and free through August 3.

This article explains how to connect OpenClaw, an AI orchestrator, to a real phone using the MCP protocol and Mobilerun, an open-source tool for real-device automation, enabling tasks that require device integrity or mobile-only apps.

The author shares their experience building a production-grade multi-agent system using OpenClaw with custom guardrails, highlighting the challenges of silent failures and non-determinism.

OpenClaw with Cockroach Crawler transforms an AI agent into a powerful web research machine that can crawl JavaScript-heavy pages, extract structured data, generate PDFs, and take screenshots without separate API keys for many public sources.

A user seeks recommendations for running a local AI model continuously on a 24x7 openclaw setup in their home lab.

Describes a workflow where OpenClaw delegates complex coding tasks to Claude Code and Codex as asynchronous sub-agents using a local broker script, with results aggregated; the solution is packaged as the open-source Relay-agent repo.

The article analyzes the rapid rise and fall of OpenClaw, questioning whether its popularity was genuine or hyped, and discusses its usage-based pricing model.

Discusses barriers preventing OpenClaw and personal AI agents from becoming mainstream, comparing setup complexity to early personal computers.

The article reflects on the February hype around pre-configured OpenClaw agents as a business, reporting on a practitioner who successfully runs a setup service for non-technical clients. It suggests the durable business model is ongoing management rather than one-time setup sales.

Introduces KnowAct-GUIClaw, a framework for personal GUI assistants with self-evolving memory and skill, achieving state-of-the-art performance on the MobileWorld benchmark and outperforming closed-source models like GPT-5.5.

The article argues that OpenClaw, an open-source AI coding agent, is declining or dead, pointing to its creator Peter Steinberger's move to OpenAI, and the rapid development of competing tools like Anthropic's Claude Code and OpenAI's Codex.

Explains how to secure local AI agent tool execution in OpenClaw by using Loopers proxy and OPA/Rego policies to intercept and validate MCP tool calls before they execute on the host machine.

Simon Willison asks the tech community about their experiences with OpenClaw six months after its launch, inquiring if it became a daily driver and any lessons learned.