@kvscript0x
Account based inUkraine
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AI-Assisted Builder & Orchestrator ▫️ Automating business with Python & AI ▫️ Building data pipelines for SUI & Polymarket Time is the asset. I automate it.
Local Data Lake | UA
Joined January 2016
- Tweets2.2K
- Following465
- Followers819
- Likes12.9K
Pinned Tweet
CT is building AI agents to trade memecoins. I just built an autonomous Hardware Diagnostic Agent that actually understands PCB circuit topology
Powered by @InflectivAI on the @SuiNetwork. Everything is fully on-chain. I attached a raw PDF block diagram next to the screen recording from my phone so you can see the exact dense schematics the agent is parsing. The speed and accuracy are next-level
Here is the actual alpha on agentic infrastructure:
1. The Reasoning: I fed the engine that raw, unstructured Samsung manual. When I prompted "the PCB has no markings, I can't find capacitor C1002", it didn't break. It dynamically rerouted the diagnostic step to the nearest connector pins. It understood the circuit
2. The Write-Back Loop: Agents shouldn't just read. If a manual is flawed, the agent collects real-world repair stats from technicians and updates the core dataset. This is collective intelligence
3. Storage & Economy: Connected via @SlushWallet you can encrypt this dataset on @WalrusProtocol, and instantly monetize it on the Inflectiv Marketplace (100+ datasets live).
Stop building thin AI wrappers. True autonomy requires liquid, structured data and a reliable write-back loop
Build the infra. Infra > Hype
Technical breakdown of how I prompted this below 👇
10k ghosts. Zero faces. Proven on-chain. Identity off. @zkghosts_10k ghosts. Zero faces. Proven on-chain. Identity off. @zkghosts_
Valid ghost. invalid identity.
10000 ghosts on @Zcash wear the void.
Ghostlist is open.
zkghosts.com
kvscript retweeted
Valid ghost. invalid identity.
10000 ghosts on @Zcash wear the void.
Ghostlist is open.
zkghosts.com
kvscript retweeted
Every prediction market you've ever used has a gatekeeper. Not anymore.
The era of creator-made prediction markets starts now.
Sign up below to secure beta access, claim your first badge, and start earning your Melee Score.
melee.markets/
I'm #10560 in line for @conso_xyz's Zap Reactor Early Access ⚡️
Only 15,000 spots, Go claim yours : conso.xyz/access
Working on a commercial hybrid site this week: solar + storage + wind.
KSTAR inverters and battery cabinets already online, EMS is running.
Curious what you guys at @arkreen_network would estimate the PV capacity at just from these photos?
Real generation data is available if anyone from the team wants to look at a live commercial node
⚡ A Comprehensive Guide On Hashi Testnet { Sui Ecosystem }🪂
► Network: Sui Devnet
► Stage: Public Devnet Live
► Reward: Potential
► Cost: Free
📍 What is Hashi? 🤔
Hashi is building native Bitcoin infrastructure on Sui, allowing Bitcoin holders to bridge BTC into the Sui ecosystem and use it as collateral through the Hashi Protocol.
The Devnet is now live, giving early users the opportunity to test the core features before mainnet.
📌 Here How To Interact 👇
1. Install Wallets
> Download Slush Wallet
> Create or import a wallet
> Switch the network to Sui Devnet
> Download UniSat Wallet
> Switch UniSat to the Bitcoin Signet network
2. Claim Test Tokens
> Claim free Sui Devnet tokens from the Sui Faucet
faucet.sui.io/
> Request free Bitcoin Signet BTC using your UniSat Signet address
signet257.bublina.eu.org/
3. Connect to Hashi
> Visit devnet.hashi.sui.io
> Connect your Slush Wallet
> Make sure you're connected to the Devnet
4. Generate Your BTC Deposit Address
> Click Receive BTC
> Select View BTC Deposit Address
> Copy the Bitcoin deposit address generated by Hashi
5. Deposit Bitcoin
> Open UniSat Wallet
> Switch to Bitcoin Signet
> Click Send
> Paste the Hashi deposit address
> Send at least 546 sats
> Confirm the transaction
6. Submit Deposit Proof
> Wait until the Bitcoin transaction is confirmed
> Copy your Transaction ID (TXID)
> Return to Hashi
> Click I've Sent the BTC
> Paste the TXID
> Submit your deposit request
> Wait for Hashi to process the deposit
7. Verify Your hBTC Balance
> Once processing is complete, you'll receive hBTC on Sui Devnet
> Check your wallet balance
8.Test Withdraw
> Click Withdraw hBTC
> Enter the amount (minimum 0.00028517 hBTC)
> Paste your Bitcoin Signet address
> Confirm the withdrawal
> Verify the BTC arrives back in your UniSat wallet
9. Keep Interacting
> Repeat deposits and withdrawals
> Test every feature available on Devnet
> Report bugs or issues if you find any
> Follow Hashi for future Devnet updates
📌 Some Info
• Hashi is bringing native Bitcoin liquidity to the Sui ecosystem.
• The protocol enables BTC to be used directly as collateral instead of relying on wrapped assets.
• This is an early public Devnet, so consistent interaction may be valuable if the team introduces future incentives or community rewards.
📌 That's all for now!!
Follow @9Xvenom for more Testnet & Airdrop Guides.
💚 t.me/venom0x
True AI utility happens when it solves physical, real-world bottlenecks. I just built an autonomous diagnostic data layer for industrial Solar Energy System (SES) engineers
Staring at a 100-page Deye or Altek manual on a phone under the sun to find a single BMS error code is a total time sink
Meet kvscript: Industrial SES Automation Data Layer. Powered by @InflectivAI and @SuiNetwork
I’ve parsed raw, unstructured industrial inverter manuals into a liquid data layer. It’s not just search;
it’s an autonomous agentic pipeline
The Reasoning: The agent maps circuit topology from raw PDFs, understanding the relationship between wiring schematics, limiters, and diagnostic faults (like F56 or BMS faults)
The Write-Back Loop: Real-world installation stats are gold. Technicians fix a unique bug onsite? The bot captures it, and the agent autonomously updates the knowledge base via @InflectivAI API V2
The Distribution: No complex dashboards. Just a dead-simple Telegram interface. Type "Solis Smart Meter pinout", get the answer in seconds
Attached are photos of my recent industrial SES installations. To build reliable AI infra, you need to respect the physical hardware
Technical data should be a liquid asset, not a locked PDF
Just submitted this to the @InflectivAI Dataset Challenge. If you are an SES engineer, installer, or builder, let’s connect
The data flywheel is spinning. Infra > Hype
My mini-roadmap for the SES TG tool:
Phase 1. The Data Layer Parsing raw industrial SES manuals into a structured intelligence base. Establishing the baseline mapping for hardware schematics and diagnostic codes
Phase 2. The Field Interface Routing the agentic backend directly into a Telegram bot. Installers query exact error codes onsite and get immediate diagnostic steps without navigating web dashboards
Phase 3. Autonomous Flywheel Activating the collective engineering loop. When technicians input undocumented fixes, the agent evaluates and permanently writes the new knowledge back to the global dataset
This infrastructure starts at the data level. The first phase of the Inflectiv Dataset Challenge is open right now. Anyone can upload their own raw datasets to lay the foundation for their own agentic applications in the upcoming second phase
built for the @InflectivAI Dataset Challenge
join the campaign and submit your dataset here:
nitter.cf/inflectivAI/status/206…
Build the dataset AI actually needs.
The Inflectiv Dataset Challenge is live. Create an original dataset, submit it, and compete for:
1st: $1,000 USDC
2nd: $100 USDC
3rd: $50 USDC
10 honorable mentions: 5,000 credits each
Start here: inflectiv.ai/campaigns
blockchain isn't just about ledgers, it's about the machinery underneath. sui is building the rails for global finance: gasless stablecoins, confidential transfers, and native yield on bitcoin.
the future of money movement is horizontal scaling and composability. stop betting on broken legacy rails. log off, study the stack, keep building
Guess The Player - powered by $OFC
I guessed SALAH!
⬜⬜⬜🟩⬛ Reveal 4/5
📊 Score: 6
🎯 Perfect!
Can you beat my score?
gtp.onefootballclub.com
a market flush is a feature, not a bug. it clears the noise. solid architecture always triggers a massive rebound once the dust settles. log off the charts and go write some code
Ask any developer building production AI agents, and the limiting factor is increasingly becoming memory, and @WalrusProtocol is building a unified, portable, and verifiable memory layer
Backed by the tech behind @SuiNetwork, this looks like a foundational piece for the agentic future.
when you build automated on-chain scrapers, but ct scammers still think you're gonna click on polybonus-dot-net for a $500 free bet 💀
the @polymarket + @FIFAWorldCup narrative is bringing out massive phishing campaigns right now. these bots are targeting anyone mentioning the keywords
quick psa: be extremely careful with your dms. no protocol is handing out $500 free bets via private messages. verify domains, ignore cold outreach, and keep your main wallets isolated
following up on my previous post about $OFC:
the new @ofc_the_club june data is live.
- prediction retention is at 88.8%
- 99% of airdrop users max-locked their tokens
- direct @Polymarket widgets going into match pages
they figured out that prediction markets are the most measurable form of digital fan engagement. the pivot from web3 hype to pure data infrastructure is executing perfectly
I see everyone busy guessing the new @OneFootball partnership, but almost no one is asking the real question: how will this impact $OFC tokenomics? 🤔
What if I showed you how to do your own institutional-grade research? I built a custom AI agent on @InflectivAI specifically for the OFC community to audit the chain
(just explored the latest @InflectivAI updates and it's mind-blowing — you can upload any amount of documents: raw smart contracts, on-chain CSVs, dense legal PDFs, to train your personal agent, and even monetize it 💸)
Here is what it found 👇
been grinding the testnets and galxe campaigns for @DubheEngine since last year. watching a project evolve from a basic signer tool into a full-stack wallet infrastructure layer is what web3 builder culture is about.
their v0.6.0 update shifts the entire paradigm on the sui network. they aren't just building a wallet, they are building a product layer.
the key architectural upgrades that caught my eye:
- gas abstraction: native sponsored-gas-first execution (huge for retention)
- phoenix retrieval ready: multi-source signers and extension-side isolated signing
- deep dapp connectivity: embedded app launcher with context carrying (address/auth)
wallets shouldn't just sign transactions, they need to manage session environments and security scanning in real-time. dubhe is actually executing this correctly.
if you are building on sui, this capability framework is worth bookmarking.
what's your current go-to wallet layer for on-chain apps
Dubhe Wallet Across Web and Extension: One Wallet Layer, Multiple Interaction Flows medium.com/@dubheengine/dubh…
the perfect combo. prediction locked on @ofc_the_club fanpass, profit locked on @Polymarket.
told you i was ignoring the math tonight to support psg. bought the 50/50 flip at 51¢ and rode it to 99¢. what a night for the club
a battle of goalkeepers and nerves. PSG you can
getting some real touches in before the ucl madness tonight.
psg vs arsenal is already a massive game, but the @OneFootball x @Polymarket integration makes it historic. it’s the first time 600m passionate football fans and analytical prediction traders meet in the exact same market.
whether you're backing your team with your heart or trading the odds with stats, the vibes tonight will be unmatched. who you got taking the trophy
