most companies are still talking about ai agents. ours closed 5,908 tasks in the last 20 days. here's what's actually running inside and soon to be outside @Payward.. inside: - sep 10 we opened team agents to everyone. 82 requests approved in the first two days - 13 agents became 136 by sep 29. 106 live in team channels, 30 more in setup, working alongside 2,212 people in 152 teams - names like kyc chad, prop clanker, mithrandata and shaggy - nearly half of those 5,908 tasks started on their own, on schedules and triggers our teams set up. you shouldn't have to tell an agent to get started, you hire them - busiest ones: our consumer growth agent with 2,118 tasks in 30 days, our regulatory reporting agent with 1,114 - every team agent can write its own upgrades. it writes the code and opens the merge request, a human decides whether it goes in. the agent makes itself better, we still decide what ships - team agents alone: 6.9B tokens, 160K model calls so far - agents are starting to use computers: sign into a tool in a cloud browser, replay a recorded workflow, finish the job. in testing now - 1,276 of us signed up for a personal agent, 1,136 have logged in, 242+ have put one on a schedule - a dev platform ai team of 3 shipped coding agents, general agents, an llm gateway and company search in under four months - coding agents: 16,000+ sandboxes since may, 2,900+ merged MRs - general agents: 85,000+ conversations - our dev platform went from 40 agents on 10 teams in june to 240 on 40 outside: - you can trade just by chatting with kraken's ai in the US app on @krakenfx. those trades grew 17x from early august to mid september as we opened it up. still early, people are using it - one september week: 22,000 conversations, 2.2B tokens, a typical reply in about 1.4 seconds, about 7 cents a conversation. nobody wants their trading app to stop and think..... - last december a personalized market brief cost 40 cents a user to generate. two weeks later it was under 3 cents - the ai side panel is rolling out on @krakenpro. describe a strategy in plain english and backtest it against 180 days. 1,269 backtests in the first month. try the idea before you put money behind it - trade by chat in telegram, whatsapp, imessage soon.. - or bring your own agent. the open source kraken cli has 170+ commands, 59 agent skills, mcp and paper trading built in. let your agent prove it on paper before it touches real money next up: agents that remember you, reach out first, and work in the chat apps you already use. breaking news in seconds, load tested at 40,000 live connections. the model should disappear. it should feel like talking to someone who knows you, markets and money.. everything we build for ourselves, we're building for our customers. the agents that run payward are becoming the agents that work for our customers. agents, not features. this is the slowest it will ever be.. soon we'll have an army, millions of agents we hire, and they hire, and the same self direct behavior we will enable for our customers for free. we ship, not announce.