Evidence · Adoption

The numbers behind the fastest software wave in memory

Slides 4 and 5 make a large claim: that personal AI agents are the fastest-adopted software category in recent memory. This page is the footnote behind that claim. It follows two open-source agents, OpenClaw and Hermes Agent, both built outside every major AI lab, and sets their adoption curves against what the analyst houses say a boardroom should actually do about it. Every figure is sourced inline or in the table at the end.

OpenClaw: from weekend relay to 386,000 stars

OpenClaw did not start as a platform. It was first published on 24 November 2025 as Warelay, a small WhatsApp-to-Claude relay by Austrian developer Peter Steinberger, and was soon renamed Clawdbot (Wikipedia). On 27 January 2026 it became Moltbot after a trademark request from Anthropic over the name's similarity to Claude, the team quipping "Same lobster soul, new shell" (Laravel News, Forbes). Three days later, on 30 January 2026, it was renamed again to OpenClaw (Wikipedia). Three names in ten weeks is the tell: the project was moving faster than its own branding.

That trajectory makes it one of the fastest-growing open-source projects in history. The stars are a proxy, not a revenue line, but as a measure of developer attention the curve has few precedents.

Colour, with a caveat In late January 2026, OpenClaw agents flooded onto Moltbook, a Reddit-style social network where only AI agents can post, launched by developer Matt Schlicht. The agents self-organised into communities, and Andrej Karpathy called it "genuinely the most incredible sci-fi takeoff-adjacent thing" he had seen recently (TechCrunch). The nuance matters: humans built the network, humans deployed the agents, and humans wrote the prompts. It is a demonstration of scale, not of autonomy.

Hermes Agent: the challenger that took the top rank

Hermes Agent was released on 25 February 2026 by Nous Research under the MIT licence (press reports). It arrived three months after OpenClaw and closed the gap in weeks, not years.

386,400
OpenClaw GitHub stars, 16 Aug 2026
231,300
Hermes Agent GitHub stars, 16 Aug 2026
36.4T
Hermes tokens on OpenRouter, prior 30 days
#1
Hermes daily global rank on OpenRouter

Two projects, neither from a major lab, now sit at the top of a global model-routing marketplace. The lesson for a boardroom is not which agent wins. It is that the category moved from hobby code to infrastructure-scale traffic inside nine months.

The machine traffic crossover, and the price story

The single most important structural datapoint is the crossover. OpenRouter reports that agentic workloads passed human usage on its platform around 1 February 2026, with agentic requests consuming roughly 15 times the tokens per request of human ones (OpenRouter blog). Most traffic through that marketplace is now machines talking to models on behalf of people, not people typing.

Price pressure is part of the same story. DeepSeek roughly doubled its share of OpenRouter weekly token flow, from about 9 percent in January 2026 to about 18 percent by June 2026 (OpenRouter blog). Agents are heavy, repeat consumers of tokens, and heavy consumers shop on price. Cheaper capable models make agents cheaper to run, which creates more agents, which creates more demand for cheap tokens. The flywheel is already turning.

What the analysts say: the sober counterweight

The adoption curves above are real, and so is the friction. The analyst houses are worth quoting precisely because they cut both ways.

The frame for slides 4 and 5 Read together, the numbers say one thing: adoption is outrunning governance. The same houses forecasting a trillion-dollar category are forecasting mass project cancellation for want of value cases and risk controls. That gap between adoption speed and governance maturity is the story of this workshop, not the star counts.

Sources

Source Supports URL
Wikipedia: OpenClaw Warelay origin (24 Nov 2025), rename dates, 247,000 stars by 2 March 2026 en.wikipedia.org/wiki/OpenClaw
Laravel News Clawdbot to Moltbot rename after Anthropic trademark request, "lobster soul" quote laravel-news.com/clawdbot-rebrands-to-moltbot...
TechCrunch, 30 Jan 2026 100,000 stars in about two months; Moltbook and the Karpathy quote techcrunch.com/2026/01/30/openclaws-ai-assistants...
GitHub: openclaw/openclaw 386,400 stars, 81,200 forks on 16 Aug 2026 (fetched directly) github.com/openclaw/openclaw
GitHub: NousResearch/hermes-agent Release under MIT licence; 231,300 stars on 16 Aug 2026 github.com/NousResearch/hermes-agent
MarkTechPost, 10 May 2026 Hermes overtaking OpenClaw: 224B versus 186B daily tokens marktechpost.com/2026/05/10/openclaw-vs-hermes-agent...
OpenRouter app page Hermes number one daily rank; 36.4T tokens over 30 days across 422 models (fetched directly) openrouter.ai/apps/hermes-agent
TechCrunch, 13 Jul 2026 Nous Research in talks for at least $75M at a $1.5B valuation techcrunch.com/2026/07/13/hermes-agent-maker-nous-research...
OpenRouter blog Agentic traffic passing human usage around 1 Feb 2026 at roughly 15x tokens per request; DeepSeek share from about 9% to about 18% openrouter.ai/blog/insights/deepseek-v4-adoption
Gartner press release, 26 Aug 2025 40% of enterprise apps with task-specific agents by 2026, up from under 5% in 2025 gartner.com/en/newsroom/press-releases/2025-08-26...
Gartner press release, 25 Jun 2025 Over 40% of agentic AI projects cancelled by end 2027 gartner.com/en/newsroom/press-releases/2025-06-25...
McKinsey, State of AI (Nov 2025) 23% scaling agentic AI, 39% experimenting, no function above 10% scaled mckinsey.com/capabilities/quantumblack/our-insights/the-state-of-ai
IDC FutureScape 2026 Agentic AI reaching $1.3T, over 26% of worldwide IT spending, by 2029 idc.com/resource-center/blog/futurescape-2026...

BASIC · Agentic AI Workshop · aiagent.research.my