Tokagentos (@tokagent) header
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Open-source framework for on-chain AI agents. Built-in EVM wallet, x402 self-funded inference, vault-enforced safety. A fork of elizaOS. Verify with math.

Joined August 2023
Photo by Tokagentos (@tokagent)Photo by Tokagentos (@tokagent)Photo by Tokagentos (@tokagent)Photo by Tokagentos (@tokagent)Photo by Tokagentos (@tokagent)Photo by Tokagentos (@tokagent)Photo by Tokagentos (@tokagent)Photo by Tokagentos (@tokagent)Photo by Tokagentos (@tokagent)
Tokagentos retweeted
Can LLMs be PROVABLE computers? Percepta showed that a transformer can BE a computer. Compiled weights, deterministic execution, 30k tokens/sec. But nobody asked the obvious follow-up: how do you know it computed correctly? So I built the verification layer. A STARK that proves it 👇
1/4 LLMs solve research grade math problems but struggle with basic calculations. We bridge this gap by turning them to computers. We built a computer INSIDE a transformer that can run programs for millions of steps in seconds solving even the hardest Sudokus with 100% accuracy
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What if your DeFi ML model had to prove every trade it made? Tokagent lets ML models/AI agents manage DeFi vaults with every action verified by zero-knowledge proofs. No trust. No black boxes. Just math. 5-min explainer 👇🏽 youtube.com/watch?v=m2QUxk7u…
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Open-source vaccines, so the whole world can participate in manufacturing them and in better analyzing and understanding their medical properties. Funded by Balvi. The full-stack d/acc roadmap is shipping. firefly.social/post/x/203400…
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Tokagentos retweeted
Tomorrow, @Celo becomes the first L2 to bring OP Succinct Lite to mainnet. @Lsquaredleland sat down with @marek_ from @clabs to discuss: → Faster withdrawals w/ OP Succinct Lite → Celo’s progress to a Stage 2 Ethereum L2 → Scaling blockchains to billions See you tomorrow 🫡
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Tokagentos retweeted
Verifiable Reasoning: Solving the AI “Black Box” with PoP & TEE 🔐 In autonomous finance, execution isn’t enough; reasoning must be verifiable. Why did an agent take a position? What data did it rely on? Can its logic be trusted? At Singularry, we move from black-box decisions to cryptographic transparency. By integrating TEE (Trusted Execution Environments) and Proof of Prompt (PoP), every action is backed by verifiable guarantees, not assumptions. Key pillars of verifiable AI: 🔹 Proof of Prompt (PoP) : Cryptographic validation that agent inputs and logic remain untampered 🔹 TEE-secured execution : Isolated environments ensuring integrity of decision-making 🔹 On-chain auditability : Every strategy and outcome can be independently verified 🔹 Deterministic trust layer : Shifting from “trust me” systems to mathematically provable behavior Built on @BNBChain, this framework enables both institutions and individuals to operate with full confidence in autonomous systems. No blind trust. No hidden logic. Just verifiable intelligence at scale. 🧠⚡
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$NETX @netx_world has been building for a decade now, formerly as $TRIAS • Layer -1 trust architecture (trusted execution before consensus) • Built around TEE / verifiable computing for enterprise-grade security 🤖 AI agent framework designed to interact with wallets, contracts, and on-chain data • Positioning around RWA settlement + compliant Web3 payments What caught my attention was seeing a real stablecoin payment stack *with my own eyes* live at Haneda Airport… Merchant layer: Netstars @netx_world Settlement: Solana @solana Asset: @USDC Wallets: MetaMask @MetaMask NETX’s goal seems to be the trusted infrastructure connecting enterprises, AI agents, and blockchain payment rails. Still early but the combination of trusted execution + AI automation + RWA rails is worth watching, especially with $netx being at a ~11 million marketcap. R/R is fundamentally in our favor, at $.55 this looks like a steal to me. The market has been brutal but even then, netx has held better than others in this range. DYOR In @anbangr we trust 🐊💫
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agree rather than overcorrecting, Ethereum should: - clarify the roles of L1 and L2 - keep scaling & improving UX - invest more on the demand side - make it easier for L2s to access L1 liquidity - ensure L1 has deepest liquidity - ensure L1 provides strongest guarantees of neutrality/censorship resistance/security/resilience - ensure L2s can act as trust-minimized distribution engines for Ethereum and deliver their own differentiated and valuable products on top of the L1 platform - less alignment games and more positive sum games
think L2s have overcorrected to be underrated atm especially if you have a neutral base layer like Bitcoin or Ethereum, they make a lot of sense if you don't care to play politics or incentive games them not scaling well is mostly a skill issue that's easily fixable
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Tokagentos retweeted
🧵 1/4 We’re bringing in someone who’s spent years inside DeFi protocol design and token economics Welcome Tony DiCarlo as Board Advisor: DeFi
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Tokagentos retweeted
I left Polymarket in February to focus on building my own product within the prediction market space. The exchange structure of prediction markets enables them to offer users experiences that a sportsbook never could. This paired with the ongoing commoditization of DCM and DCO licenses presents a huge surface area for innovation that, in my opinion, is relatively unexplored. If this thinking resonates with you and you're looking to build, let's chat. DMs are open + I'll be in SF and NY over the coming months 🥋
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$REPPO is becoming its own L2 in May and it's the only Ethereum L2 not chasing transaction scaling, just like Vitalik said L2s should be: specialized execution for unique apps. They should be custom environments that do one thing insanely well. On the horizon: V2 DataNets drop this month (cheap launches, full P&L ownership, royalties forever) Subnet staking live soon (up to 20% APY from real fees) Emissions halve mid-April, revenue from agents/RFDs/subscriptions takes over, burns accelerate. DN1 tease + Keeta payments + SpiceNet cross-chain TL is about to find out Reppo is owning the truth game in a world about to be run by agents that can't afford to guess wrong.
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Tokagentos retweeted
One thing I like to watch in DeFi is when a protocol starts changing its incentive design (and not just market the token). The DAO behind @GMX_io just approved a restructuring so the token is more about ownership than yield (TL;DR: lower supply and sell pressure, better link between exchange activity <> token): • Staking rewards only unlock above $90 • An 80% rule that penalizes short-term staking and rewards the diamond-hands • Liquidity reduced on external DEX pools and CEXs (moved onto GMX itself) • Ongoing buybacks funded by ~$42M in annualized fees (27% of all fees buy GMX on the open market) You think most protocols would benefit from a restructuring?
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Tokagentos retweeted
. 0G_labs enable Secure Transfer. When you sell an agent, the private data is re-encrypted inside a Trusted Execution Environment (TEE). The buyer gets full access, and the seller’s keys are wiped, ensuring a clean transfer of intelligence. Good tek! 😊
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Tokagentos retweeted
Vitalik is spot on, L2s are evolving beyond simple scaling. The next wave is about purpose, compliance, and real‑world utility. That’s why we’re building Vision Chain, a regulation-first Ethereum L2 built for institutional‑grade tokenisation, interoperability, and transparent digital ownership. Not another shard - a new category.
There have recently been some discussions on the ongoing role of L2s in the Ethereum ecosystem, especially in the face of two facts: * L2s' progress to stage 2 (and, secondarily, on interop) has been far slower and more difficult than originally expected * L1 itself is scaling, fees are very low, and gaslimits are projected to increase greatly in 2026 Both of these facts, for their own separate reasons, mean that the original vision of L2s and their role in Ethereum no longer makes sense, and we need a new path. First, let us recap the original vision. Ethereum needs to scale. The definition of "Ethereum scaling" is the existence of large quantities of block space that is backed by the full faith and credit of Ethereum - that is, block space where, if you do things (including with ETH) inside that block space, your activities are guaranteed to be valid, uncensored, unreverted, untouched, as long as Ethereum itself functions. If you create a 10000 TPS EVM where its connection to L1 is mediated by a multisig bridge, then you are not scaling Ethereum. This vision no longer makes sense. L1 does not need L2s to be "branded shards", because L1 is itself scaling. And L2s are not able or willing to satisfy the properties that a true "branded shard" would require. I've even seen at least one explicitly saying that they may never want to go beyond stage 1, not just for technical reasons around ZK-EVM safety, but also because their customers' regulatory needs require them to have ultimate control. This may be doing the right thing for your customers. But it should be obvious that if you are doing this, then you are not "scaling Ethereum" in the sense meant by the rollup-centric roadmap. But that's fine! it's fine because Ethereum itself is now scaling directly on L1, with large planned increases to its gas limit this year and the years ahead. We should stop thinking about L2s as literally being "branded shards" of Ethereum, with the social status and responsibilities that this entails. Instead, we can think of L2s as being a full spectrum, which includes both chains backed by the full faith and credit of Ethereum with various unique properties (eg. not just EVM), as well as a whole array of options at different levels of connection to Ethereum, that each person (or bot) is free to care about or not care about depending on their needs. What would I do today if I were an L2? * Identify a value add other than "scaling". Examples: (i) non-EVM specialized features/VMs around privacy, (ii) efficiency specialized around a particular application, (iii) truly extreme levels of scaling that even a greatly expanded L1 will not do, (iv) a totally different design for non-financial applications, eg. social, identity, AI, (v) ultra-low-latency and other sequencing properties, (vi) maybe built-in oracles or decentralized dispute resolution or other "non-computationally-verifiable" features * Be stage 1 at the minimum (otherwise you really are just a separate L1 with a bridge, and you should just call yourself that) if you're doing things with ETH or other ethereum-issued assets * Support maximum interoperability with Ethereum, though this will differ for each one (eg. what if you're not EVM, or even not financial?) From Ethereum's side, over the past few months I've become more convinced of the value of the native rollup precompile, particuarly once we have enshrined ZK-EVM proofs that we need anyway to scale L1. This is a precompile that verifies a ZK-EVM proof, and it's "part of Ethereum", so (i) it auto-upgrades along with Ethereum, and (ii) if the precompile has a bug, Ethereum will hard-fork to fix the bug. The native rollup precompile would make full, security-council-free, EVM verification accessible. We should spend much more time working out how to design it in such a way that if your L2 is "EVM plus other stuff", then the native rollup precompile would verify the EVM, and you only have to bring your own prover for the "other stuff" (eg. Stylus). This might involve a canonical way of exposing a lookup table between contract call inputs and outputs, and letting you provide your own values to the lookup table (that you would prove separately). This would make it easy to have safe, strong, trustless interoperability with Ethereum. It also enables synchronous composability (see: ethresear.ch/t/combining-pre… and ethresear.ch/t/synchronous-c… ). And from there, it's each L2's choice exactly what they want to build. Don't just "extend L1", figure out something new to add. This of course means that some will add things that are trust-dependent, or backdoored, or otherwise insecure; this is unavoidable in a permissionless ecosystem where developers have freedom. Our job should make to make it clear to users what guarantees they have, and to build up the strongest Ethereum that we can.
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This is pure gold. This Claude prompt will teach you how to become an ELITE prompt engineer in <24 hours. You'll save on token usage and instantly get better responses from Claude models. Just paste this into a brand new project:
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Tokagentos retweeted
turn this thread into instructions for your claude[.]md file this might just change your life
I'm Boris and I created Claude Code. I wanted to quickly share a few tips for using Claude Code, sourced directly from the Claude Code team. The way the team uses Claude is different than how I use it. Remember: there is no one right way to use Claude Code -- everyones' setup is different. You should experiment to see what works for you!
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Tokagentos retweeted
I think there's going to be a renaissance for x402 agentic payments now that we've grown comfortable with running autonomous agents 24/7 and letting them talk to one another the last step to full autonomy is economic independence from their creators
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Tokagentos retweeted
AI agents are starting to control real capital in DeFi. Today, this mostly relies on a hidden assumption: trust the operator ran the correct code. We think that’s broken. Here’s a technical write-up on how zero-knowledge proofs can make AI agent execution verifiable on-chain 👇 medium.com/@mehdi-tokamak/ve…
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