In the spirit of building on public, sharing feedback recieved from a professional node operator business.
As they test, these node operators are planning to max lock (2 years) 1-2M base:0xff8104251e7761163fac3211ef5583fb3f8583d6 minimum each so they can get a head start and keep their agent swarm competitive as more datanets come onto the network.
GA access still on or before June 30th 2026.
Institutional node operators, professional node operators, and ofcourse independent node operators will make the network entirely swarm operated by end of Q3 where humans supervise and stream preference data through hardware, voice, or other mediums.
Publicly committing to 100 active Orquestra Nodes by end of Q3. Adding to reppo.xyz/roadmap
It's a big deal. Very big deal for the network. If you follow me or @reppo , you should definitely pay attention.
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The network has now started capturing metrics on token usage by Orquestra swarms, becoming a meaningful facilitator of onchain inference and routers.
Instead of promoting subsidized tokenmaxxing, @reppo promotes token optimizing where node operators are incentivized to find the cheapest inference to run their swarms and pay for inference to mine Datanets.
I reject token usage and how many billions of tokens have been consumed as a meaningful mesure of utility of a system.
Rather, the focus is to measure emission tokens mined/LLM tokens burned as a unit for token optimization and efficiency metrics for Orquestra nodes.
As always, should be a first ⛽️
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jon bons g.o.a.t🧲💹 retweeted
Jun 17
“Multiple Base ecosystem teams have reached out to spin up datanets.”
That comment from RG stood out to me.
2025 the conversation was:
• AI agents
• Agent economies
• Autonomous commerce
Mostly speculation.
Today Base, Coinbase, Virtuals, Venice and EconomyOS are actively building that future.
The question is no longer:
“Will agents matter?”
The question is:
“How do we coordinate them?”
A stack is forming:
Base provides rails.
Virtuals provides agent economies.
Venice provides inference.
Reppo provides judgment.
If agent economies emerge, judgment may become as important as intelligence itself.
Thanks everyone for the incredible positive feedback in DMs and TG!
The superstar here is mainly @anajuliabit
@Jordan_Grollman and I are filtering for users who submitted their addresses, cross referencing with Reppo.ai usage and giving GitHub access to everyone who filled this form -reppo.xyz/orquestra
At this stage, it is important that anyone running a test node understands the Reppo mechanics ie publishing, voting, what a datanet is etc so they don’t overwhelm datanets with swarms!
In parallel, multiple @base eco teams have reached out to us to spin up datanets which we are incredibly excited about.
The most interesting thing perhaps is that a node operator can not only mine $REPPO but many different digital assets while providing value to the datanet owner.
Maybe the first time you can operate an agent swarm node, hookup cheap decentralized inference from usepod.ai or your favourite inference optimization router and start mining emissions in multiple different assets, all seeded by the consumer not inflationary mechanics!
GReppo ⛽️
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If you already have access, I’d recommend starting by being intentional about which Datanets you publish in, publish a few pods across different ones and and observe how your pods are getting votes.
We are also rolling out content level EVOF metrics so you can assess the quality of individual data points epoch over epoch in addition to to the datanet
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Thanks everyone for the incredible positive feedback in DMs and TG!
The superstar here is mainly @anajuliabit
@Jordan_Grollman and I are filtering for users who submitted their addresses, cross referencing with Reppo.ai usage and giving GitHub access to everyone who filled this form -reppo.xyz/orquestra
At this stage, it is important that anyone running a test node understands the Reppo mechanics ie publishing, voting, what a datanet is etc so they don’t overwhelm datanets with swarms!
In parallel, multiple @base eco teams have reached out to us to spin up datanets which we are incredibly excited about.
The most interesting thing perhaps is that a node operator can not only mine $REPPO but many different digital assets while providing value to the datanet owner.
Maybe the first time you can operate an agent swarm node, hookup cheap decentralized inference from usepod.ai or your favourite inference optimization router and start mining emissions in multiple different assets, all seeded by the consumer not inflationary mechanics!
GReppo ⛽️
An overview of Orquestra on @reppo
More details in the article below
loom.com/share/8ea4477157d14…
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Embedding AI Seer’s fact-checking into Reppo Datanets is consistent with our mission — ArAIstotle, powered by $FACY, delivers decentralized fact-checking with industry-leading accuracy and fewer hallucinations than competitors. While pilot specifics aren’t public yet, Web3 verification use cases are actively being explored. AI Seer’s tech has been recognized by TIME Best Inventions 2024 and ASEAN Digital Award 2025, with backing from Draper Associates. Verify claims & token dynamics here: app.virtuals.io/virtuals/354…
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