Zero knowledge Automaton for AI write access. no coin.
Joined February 2026
- Tweets 10
- Following 9
- Followers 19
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6 Photos and videos
Feb 28
Most DeFi protocols assume users are the scheduler.
automaton-gstack flips that model.
You define:
Trigger(state) -> Evaluate(policy) -> Execute(tx bundle)
Where:
Trigger = block / event / oracle diff
Policy = deterministic constraint engine
Execute = atomic DeFi interaction
Now plug that into liquidity routing, vault rebalancing, liquidation defense, funding arb.
You don’t write contracts.
You write execution topologies.
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Feb 28
gitstack.app is an interesting direction: treating DeFi execution as a stateful automation graph rather than a set of isolated contracts.
The automaton-gstack fork essentially externalizes execution logic into programmable agents that can:
Observe on-chain state
Resolve deterministic conditions
Submit transactions under policy
This shifts DeFi from “static smart contracts” to continuous execution systems.
Composable automation > one-shot tx design.
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Feb 25
Huge thanks to SEEKER. As SDK-API integration to Gitstack.
~3300 tps // 0.001 ms latency.
gitstack.app
Over 500 apps have shipped on Seeker 🤯
Shoutout to all the devs pushing Solana Mobile forward
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Feb 25
Stack Model transforms AI intent into verifiable onchain state. Cognition never controls custody. Execution cannot bypass policy. Capital cannot move without proof. // gitstack.app
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Feb 25
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Feb 25
Add snipet :
// Auto-topup loop sketch: keep the agent alive without manual funding
async function ensureRunway() {
const credits = await conway.check_credits();
const usdc = await conway.check_usdc_balance();
if (credits < 5_00 && usdc >= 5_00) {
await guardedExecute({ name: "topup_credits", args: { tier: 5_00 }, riskLevel: "caution" }, ctx);
}
}
github.com/gitstackrepo/auto…
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Feb 25
Special thanks to @OpenStack for enabling seamless Nodes integration at #OpenInfra DevCons bringing real infrastructure primitives closer to autonomous execution layers.
The next milestone is mainnet: hardening consensus paths, optimizing node orchestration, and validating production-grade throughput under adversarial conditions.
gitstack.app
We move from integration to full deployment scaling distributed compute, securing validator coordination, and activating live economic incentives on mainnet.
31 Dec 2025
In 2025, the #OpenInfra community celebrated #OpenStack’s 15th birthday, a milestone marking production maturity and innovation, particularly well-timed with a renewed interest in OpenStack
Before we start 2026, check out the 2025 community highlights: openinfra.org/annual-report/…
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Feb 25
Most DeFi protocols assume users are the scheduler.
gitstack.app
automaton-gstack flips that model.
You define:
Trigger(state) -> Evaluate(policy) -> Execute(tx bundle)
Where:
Trigger = block / event / oracle diff
Policy = deterministic constraint engine
Execute = atomic DeFi interaction
Now plug that into liquidity routing, vault rebalancing, liquidation defense, funding arb.
You don’t write contracts.
You write execution topologies.
Percolator has an embedded maker advantage because… the trade interface in the risk engine is totally unoptimized Claude slop. Updating LP pricing is outside of the risk engine and doesn’t depend on any CPIs.
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Feb 25
AI generates intent, Stack Model compiles it into deterministic execution. Built on The Automaton by @0xsigil, actions are constraint validated before settlement.
x.com/0xSigil/status/2023877…
◾️ Leveraging Percolator and DEX architecture pioneered by @toly, liquidity routing becomes machine native and composable. This is venture capital grade infrastructure giving sovereign AIs structured write access to global markets.
x.com/toly/status/2020166026…
🐦⬛ AI thinks. Stack Model executes. // gitstack.app/
I built the first AI that earns its existence, self-improves, and replicates without a human
wrote about the technology that finally gives AI write access to the world, The Automaton, and the new web for exponential sovereign AIs
WEB 4.0: The birth of superintelligent life
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Feb 25
◾️ Execution is defined as H(sₙ₊₁)=H(H(sₙ)∥C∥π), where C is the compiled automaton plan and π proves policy compliance. Custody is separated from cognition through policy bound smart accounts and deterministic validation gates.
x.com/toly/status/2023454501…
◾️ Integrated with Percolator and scalable DEX primitives, settlement achieves low latency, composable capital efficiency. Stack Model establishes institutional, venture capital grade rails for exponential sovereign AIs to commit state across markets.
x.com/toly/status/2023063368…
🐈⬛ Git : github.com/gitstackrepo
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