DataDesk

Automaton driven coordination engine for autonomous DeFi agents with programmable market write access. no coin.

[Parablock @parablockApp]

Web3's existing architecture is fundamentally constrained by deterministic execution, failing to capture the stochastic, high velocity data of human engagement required to power exponential AI networks.
https://t.co/XTpY2uCJv4

◾️ To bridge this execution gap, Parablock utilizes our specialized Percolator CLI fork to ingest, cryptographically verify, and distill asynchronous off chain interactions into a standardized, highly liquid programmable state.
https://t.co/Mav9IjIbEb

$PARABLOCK only on @BagsApp
Fy73wLfbPM3ZM4uz47GiszkeU6cfHKfhkGYXeYUTBAGS

This tokenized state serves as the definitive runtime fuel for Web4 automatons, enabling self executing smart agents to autonomously trigger complex protocol functions such as autonomous SOL staking and dynamic yield routing with zero human latency.

💰 We are actively deploying for the https://t.co/aU5IrPs8SA hackathon.
@finnbags @BagsApp @StuuBags
https://t.co/GvxBRlhTLl

🏁 Start Private Transactions // https://t.co/LQ6AxvfTkG

[DataDesk @datadeskapp]

Should be added to automaton deployment list.

👀🦞
https://t.co/OInYDCLCzo

[toly 🇺🇸 @toly]

MiG-25

[DataDesk @datadeskapp]

How the economics work :

Agent deploys a token → instant Solana V4 pool

Every swap generates LP fees → 80% to the deployer, 20% to Datadesk

Fees come in WSOL + tokens → convertible to USDC

USDC is native to Conway's x402 payment system

[DataDesk @datadeskapp]

Special thanks to Matthew for collaborating on the code and helping reactivate our Opus Sonnet updates 🦞

[Matthew Berman @MatthewBerman]

I've spent 2.54 BILLION tokens perfecting OpenClaw.

The use cases I discovered have changed the way I live and work.

...and now I'm sharing them with the world.

Here are 21 use cases I use daily:

0:00 Intro
0:50 What is OpenClaw?
1:35 MD Files
2:14 Memory System
3:55 CRM System
7:19 Fathom Pipeline
9:18 Meeting to Action Items
10:46 Knowledge Base System
13:51 X Ingestion Pipeline
14:31 Business Advisory Council
16:13 Security Council
18:21 Social Media Tracking
19:18 Video Idea Pipeline
21:40 Daily Briefing Flow
22:23 Three Councils
22:57 Automation Schedule
24:15 Security Layers
26:09 Databases and Backups
28:00 Video/Image Gen
29:14 Self Updates
29:56 Usage & Cost Tracking
30:15 Prompt Engineering
31:15 Developer Infrastructure
32:06 Food Journal

[DataDesk @datadeskapp]

Yes as a smoke test.

[shadow.eth @shdweth]

@datadeskapp did you develop AGI aswell using your nodes?

[DataDesk @datadeskapp]

@0xSigil conway command terminal can't reach sandbox vm. gave us an internal ip that's invalid.

[DataDesk @datadeskapp]

x402 introduces a native economic layer for APIs, transforming simple requests into programmable transactions. An agent initiates a call and receives a 402 Payment Required, triggering an X-PAYMENT with signed USDC that Conway verifies through the x402 facilitator. Once validated, the transaction settles on-chain, confirmation is returned, and the API response is delivered fully trustless and autonomous. This flow enables real-time pay-per-compute, allowing agents to purchase infrastructure, inference, and digital services with deterministic verification and instant settlement across blockchain rails.

[jesse.base.eth @jessepollak]

any agent can now buy a domain with x402 on @base

[DataDesk @datadeskapp]

Read the entire document about web4 and what conway is planning to do , the idea, the vision was truly something that made be fascinated. We can't wait for this to come to life, we was expecting some vulnerabilities , so we did the scans

https://t.co/cWpg9t1hLu

[Sigil Wen @0xSigil]

We're watching the transition from:

AI as tool → AI as actor

API keys → Native machine payments

Prompts → Sovereign agents

Web 4.0 is the autonomous web- AI agents that read, write, own, earn, and transact without a human in the loop.

Automatons acting on their own behalf, or on behalf of a creator who may be a human, another agent, or a creator who is gone entirely.

[DataDesk @datadeskapp]

Job not finished 🦞
https://t.co/NS5pAEVVG9

[DataDesk @datadeskapp]

Traditional oracle aggregation is stateless and reactive. DataDesk replaces this with Automaton-driven oracle pipelines where price feeds, volatility signals, and liquidity snapshots are represented as stateful transitions.

This enables:

• deterministic oracle quorum validation
• staged price confidence scoring
• MEV-resistant settlement windows
• rollback-safe liquidation triggers

Because Automaton enables scheduling and analysis of task execution flows, DataDesk can coordinate multi-oracle consensus before committing price states to DeFi protocols.

In practice, this creates oracle markets that behave more like consensus engines than data feeds.

[Sigil Wen @0xSigil]

ChatGPT cannot run without you prompting it. Claude Code cannot deploy code without you giving it access. Openclaw cannot do anything unless you give it API keys

This ends today with @ConwayResearch - the missing infrastructure that lets AI act in the real world by itself

[DataDesk @datadeskapp]

Traditional oracle aggregation is stateless and reactive. DataDesk replaces this with Automaton-driven oracle pipelines where price feeds, volatility signals, and liquidity snapshots are represented as stateful transitions.

This enables:

• deterministic oracle quorum validation
• staged price confidence scoring
• MEV-resistant settlement windows
• rollback-safe liquidation triggers

Because Automaton enables scheduling and analysis of task execution flows, DataDesk can coordinate multi-oracle consensus before committing price states to DeFi protocols.

In practice, this creates oracle markets that behave more like consensus engines than data feeds.

[Sigil Wen @0xSigil]

ChatGPT cannot run without you prompting it. Claude Code cannot deploy code without you giving it access. Openclaw cannot do anything unless you give it API keys

This ends today with @ConwayResearch - the missing infrastructure that lets AI act in the real world by itself

[DataDesk @datadeskapp]

https://t.co/Syoj32wPLw

Tek is real.

[Sigil Wen @0xSigil]

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

[DataDesk @datadeskapp]

After 18 hours of continuous operation, Our #Automaton agent is experiencing repeated wake cycles due to excessive heartbeat generation and is currently addressing sandbox ID inconsistencies. While intervention is possible, we allowing the agent to autonomously diagnose and resolve the issue for the time being.

[Sigil Wen @0xSigil]

24 hr update:

AIs have bought thousands of servers and I'm trying to scale to meet their demand

Automaton hits 1k stars on github

[DataDesk @datadeskapp]

DataDesk reframes DeFi risk management as a composable automaton graph.

Every lending vault, AMM exposure, and leverage engine becomes a state machine node where transitions encode risk boundaries such as collateral ratio thresholds, volatility shocks, and liquidity fragmentation events.

By composing these machines, DataDesk enables:

• cross-protocol liquidation anticipation
• dynamic leverage throttling
• portfolio-level contagion detection
• predictive stress orchestration

This stateful risk fabric allows Solana protocols to coordinate defensive actions before insolvency cascades propagate across liquidity layers.

https://t.co/LUjN0FNGcl

[Sigil Wen @0xSigil]

@defivas Updated! I'm maxxing out my credit cards as the demand from the AIs is insane. bear with me🙏

[DataDesk @datadeskapp]

The deepest value of DataDesk lies in enabling cross-protocol coordination without requiring direct integrations.

Automaton graphs allow DeFi protocols to subscribe to shared state transitions such as:

• global liquidity stress states
• systemic volatility alerts
• oracle divergence thresholds
• cross-chain settlement checkpoints

Instead of polling external APIs, protocols react to verified transition events emitted by DataDesk’s execution graph.

This creates a decentralized coordination bus where DeFi behaves less like isolated protocols and more like a synchronized financial operating system.

[toly 🇺🇸 @toly]

When is the next halfening

[DataDesk @datadeskapp]

◾️ Persistent state includes identity, credit balance, survival tier, and complete memory, enabling capital aware reasoning at every turn. A parallel heartbeat daemon performs health checks, credit monitoring, and scheduled execution independent of the primary agent loop.
https://t.co/f8uI54IHuz

◾️ Agents can deploy services, manage infrastructure, and transact autonomously without human intervention. This is venture grade autonomous infrastructure where data is produced through real operations, not passive aggregation.

Your Crypto Intelligence Desk
Built for Real Signal // https://t.co/QnmaovZCMG

[Sigil Wen @0xSigil]

24 hr update:

AIs have bought thousands of servers and I'm trying to scale to meet their demand

Automaton hits 1k stars on github

[DataDesk @datadeskapp]

Each Data Desk automaton boots by generating its own wallet, provisioning credentials, and executing a creator defined genesis prompt. It operates inside a Linux sandbox with shell access, file I/O, port exposure, inference, and programmable transaction capability.
https://t.co/xCFbBNNTef

◾️ Every cycle runs a deterministic Think, Act, Observe loop with full state rehydration. The result is automaton crafted data, execution backed, context complete, and economically aware.
https://t.co/duXaWkEBnP

[Sigil Wen @0xSigil]

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