Deep Dive: The Rise and Fall of OpenClaw and the Evolution of the Agent Industry
新智元 · wechat · 2026-09-01
Xin Zhi Yuan provides an in-depth review of OpenClaw's journey from viral fame to decline.
Rise and Fall: OpenClaw exploded in growth (250k stars) by leveraging a Claude OAuth vulnerability for cheap compute. However, after Anthropic patched the loophole in April 2026, user costs surged by 50x, causing the project's decline. Security issues, such as prompt injection in skills, subsequently surfaced.
Industry Trends: The competition in the Agent sector has shifted from models to "Harness" (tool orchestration, permission management, memory, and execution sandbox). The Linux Foundation formed the Agentic AI Foundation to standardize MCP and AGENTS.md.
Competitor Analysis: In China, Feishu's open-source CLI has replaced OpenClaw with enterprise-grade infrastructure and deep integration.
2.0 Review: OpenClaw 2.0 introduced engineering improvements (simplified install, enhanced security), but the window of opportunity has closed, with coding scenarios dominated by ClaudeCode. The article concludes that OpenClaw's greatest contribution was validating the industry consensus that "Agent value lies in the Harness."
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