StasL

Scaling the Jamville Genesis Hub in Montenegro 🇲🇪. Building physical infra for the stateless tech class. If you are in the Adriatic hub or building DePIN/RWA globally, let’s connect. 🏗️⛓️

@MHiesboeck Spot on. But software is only half the equation. Maintaining sub-second latency at scale requires heavy industrial anchoring. We’re building Jamville: RC4-armored hardware edge nodes with Siemens PLCs. An unbreakable physical baseline for Kaspa. Hardware is catching up.

The Architectural Edge: Why Kaspa Outpaces Ethereum for DEX Infrastructure Building a Decentralized Exchange (DEX) on a traditional single-chain blockchain like Ethereum is like trying to run a high-frequency trading firm on a narrow, one-lane highway. While Ethereum pioneered automated market makers (AMMs), its sequential design forces every transaction to wait in a single queue. Kaspa’s BlockDAG architecture—complemented by the Toccata hard fork—rebuilds the Layer 1 foundation to handle the intensive demands of decentralized trading natively. Kaspa offers several architectural advantages that make it a superior backbone for a modern DEX compared to Ethereum. Parallel Processing vs. Sequential Bottlenecks Ethereum processes transactions sequentially. One block is added at a time, roughly every 12 seconds. When thousands of traders rush to swap assets during market volatility, the network bottlenecks, causing a massive surge in gas fees. Kaspa replaces the single blockchain with a Directed Acyclic Graph (**BlockDAG**). Using the GHOSTDAG protocol, the network processes multiple blocks **in parallel** simultaneously (~10 blocks per second on mainnet). For a DEX, this means transactions don’t get jammed in a single queue; trades are woven together concurrently without degrading network performance. Structural Defense Against Predatory MEV Because Ethereum relies on a public mempool where a single block producer dictates the exact sequential order of transactions every 12 seconds, **Maximal Extractable Value (MEV)** bots thrive. They spot a pending trade and "sandwich" the user—buying right before them and selling right after—forcing the trader to execute at a worse price. Kaspa's Advantage: Real-time decentralization dismantles the mechanics of MEV bots. With Kaspa producing blocks at a rapid-fire pace, there is no single consensus leader holding a monopoly over transaction ordering for long intervals. Rapid parallel block creation and real-time sequencing make it virtually impossible for bots to accurately predict the state and insert predatory sandwich attacks. Traders get the exact execution price they expect. Sub-Second Latency (CEX Speed, DEX Security) Waiting 12 seconds for a block—and minutes for true finality—is a lifetime in live trading. While Layer 2 rollups speed up execution, they fragment liquidity, introduce bridge vulnerabilities, and complicate the user experience. Driven by the Rusty Kaspa engine, the network features sub-second block times. After just 10 seconds, a trade has accumulated roughly 10 layers of confirmation deep within the DAG structure. A DEX on Kaspa delivers the instant, responsive user experience of a Centralized Exchange (CEX) while settling entirely on an ultra-secure, decentralized Layer 1. . Predictable, Sub-Cent Transaction Fees High traffic turns Ethereum into a playground for whales, where a simple token swap can easily cost $20 to $100+ in gas fees. Because Kaspa scales horizontally at the base layer rather than relying on vertical scaling, the throughput handles massive volume natively. Transaction fees remain consistently sub-cent (<$0.01), making micro-swaps and algorithmic high-frequency trading economically viable for retail users.

@pvson @pvson Paul, Rhubarbarian suggested I reach out. My page shows our cyberpunk nomad tech, but we keep our heavy industrial version under wraps: a 200kW off-grid, armored BlockDAG anchor. Raising pre-seed now. Mind opening DMs or following back to review private DFM specs?

You are right that the complex route of E-jet fuel production via renewables plus carbon capturing does not make much sense bottom line, but it may help to making the fossil sector part of the energy transition.

@parker2017 @parker2017 Software isn't unstoppable if the hardware is fragile. We took your pinned tweet literally and built the physical armor for Kaspa nodes (DACH steel, true off-grid). Dropped the DFM specs in your Message Requests. 🤝

believe in something

@Ar_Douillard @different_mj @Ar_Douillard Global, heterogeneous AI hardware is what crypto consensus needs. We're building 200kW, armored, off-grid hardware nodes as network anchors. True decentralization requires physical infra, not just code.

The DiLoCo team at Google DeepMind and Google Research is proud to release Decoupled DiLoCo, the next frontier for resilient AI pre-training. Decoupled DiLoCo enables training with datacenters across the world, using heterogeneous hardware, and never halting the system despite hardware failures.

@Starlink @Starlink Remote ops are the ultimate test. We are integrating Starlink into our 200kW armored physical infrastructure nodes to ensure absolute off-grid decentralization for network consensus. Heavy terrestrial infra meets space infra.

Starlink’s reliable high-speed internet is onboard 30+ Goldenport vessels, enabling the maritime operator to run data intensive applications, modernize its operations, and provide crew with seamless connectivity while out at sea → starlink.com/goldenport

@antinertia @antinertia Spot on. Most only see the software layer, but the real moat is at the bottom of the stack. We took this literally: building a 200kW, armored physical infrastructure node to anchor consensus straight to physics and heavy manufacturing. Up and down the stack.

in the AI era you need to become a full-stack thinker think about: > capital markets > infrastructure > computer science > product > physics the biggest opportunities come from understanding how the entire stack connects think up and down the stack great advice from from @AnjneyMidha

@Kaspa_KEF @OxfordUnion @hashdag @Kaspa_KEF @hashdag Crypto won't fix broken systems if it relies on centralized physical layers. We must build robust physical infra. We finalized the Kaspa Physical Consensus Anchor: a 200kW, armored, industrial-grade hardware node. Real-world resilience.

The full video of @OxfordUnion address by #Kaspa Originator @hashdag is now live — including a 40-min address and a Q&A. Dr. Yonatan Sompolinsky explained why the Internet is an unfinished democracy, why the problem isn't caused by bad actors but broken systems, and what crypto should actually be building. #staghunt #coordinationgames #whyCMatters youtube.com/watch?v=VIZGKo…

@yacineMTB @yacineMTB Madness on the 6-pendulum cartpole. Sim control loops are one thing, we’re doing it in industrial hardware. Finalizing a 200kW hardened enclosure: Siemens PLC telemetry signed to L1 for consensus. Physical integrity as the control basis. Respect the build.

behold. THE WORLDS FIRST SIX PENDULUM CARTPOLE SOLVE. Including a sponsor! To solve this task, I built an environment to train an AI. This is what mechanize does, but for larger AIs. Apply! Salaries are up on their page Thank you to mechanize for sponsoring!

@OriNewman @OriNewman Great thread on stablecoins & zk-rollups. L1 collateral needs tamper-proof feeds. We finalized the Kaspa Physical Consensus Anchor: 200kW, RC4-armored hardware signing physical trust to the DAG. Hardware-anchored security for L1 stablecoins.

It means it's now possible to have stable coins on L1, but someone will need to implement them. One interesting direction is to make some MakerDAO style issuer in a zk rollup that will have a bridge to L1.

@KaspaCrypto @fishtuna Nice to see new dev tooling like Kurrent. Software brings programmability, but the network needs physical hardening to scale. We've finalized the Kaspa Physical Consensus Anchor: 200kW, RC4-armored industrial hardware. Ready to deploy & sign physical trust to BlockDAG.

Another day, another fresh contributor to the #KAS ecosystem - potentially a future core developer, one of many! Src: t.me/kaspaenglish/1… Kurrent: github.com/a19q3/Kurrent

@AlexCryptoDubai @Kaspa_HypeMan $KAS needs institutional-grade physical infrastructure to scale. We are deploying the first Kaspa Physical Consensus Anchor: 200kW, RC4-armored, industrial-grade hardware fortress. Verified on-chain data for institutional adoption. Heavy steel for the fastest coin.

GM $KAS FAM Like I've said, I expect a hard and fast upside for $KAS when it happens and dont get greedy waiting for $1!!! What's coming next will break a lot of people...

@MHiesboeck @MHiesboeck AI paying for AWS is just the start. We're building the physical oracle layer for autonomous agents: The Kaspa Physical Consensus Anchor. A 200kW, RC4-armored fortress in the Balkans. Siemens PLC data signed via HSM to the DAG. True hardware-anchored zero-trust.

Breakthrough

@MHiesboeck @MHiesboeck If your AI is analyzing blockchain, ask it about physical consensus. We're building the Kaspa Physical Consensus Anchor. 200kW, RC4-armored hardware oracle. Siemens PLC telemetry signed via HSM straight to BlockDAG. AI needs zero-trust hardware, not just code.

Notice: THIS ACCOUNT IS NOW IN TEST MODE. Apart from some relevant or urgent Uphold content my team may post, I myself will post in irregular intervals as my AI model suggests. I am having three ongoing conversations one is about Blockchain technology from the point of Ethereum. The other is a conversation from the viewpoint of the creator of $ KAS and the third one is a general conversation about the state of the market, and trading. Whenever the artificial intelligence tells me that something is worth sharing, I will share it after checking with our compliance team. As we go along, I will add more conversations. All the conversations are running on my private sandbox This is a test. Thank you for taking part.

@manyfest_ @michaelsuttonil @hus_qy vProgs need tamper-proof real-world inputs. We're building the physical layer for Kaspa: a 200kW, RC4-armored hardware oracle. Siemens PLC telemetry signed via HSM straight into Toccata L1 covenants. Hardware zero-trust is ready.

I was fortunate enough to witness the process behind this upgrade up close. Half a year ago, the only thing we knew was that Kaspa had to become programmable, ASAP. This notion matured into a surprisingly complete and elegant solution in a very short period of time. Building a development framework is a massive task, so the first attempts were to harness KIP-16's ZK verification opcodes to tap into existing ZK development frameworks, but we did not find a good enough fit. One weekend Ori sat down with some leftover tokens, and Silverscript came out the other side. The project grew quickly, and the compiler now enables a wide range of applications to be written and deployed directly on Kaspa in a high-level language (thanks to KIP-17 and KIP-20). KIP-21 deserves its own post, but it allows for complex ZK-based applications and is a fundamental component of the full vProgs solution. Together, all these turn Kaspa into an impressively expressive programmable money layer. From simple vaults, through basic contracts to complex multi-contract applications, alongside privacy apps and scalable batch-proving-based applications. Toccata is the outcome of pure R&D -- deep research and hardcore development, done fast and in parallel (how fitting). There’s still much work to be done to make the new capabilities more approachable, but it’s hard to understate the power, elegance, and completeness of what the best money layer in the world will soon allow us to express. @michaelsuttonil @Max143672 @OriNewman @IzioDev - Watching you guys work has been a masterclass. Thank you.

@michaelsuttonil @michaelsuttonil Toccata brings L1 covenants & zk apps. But zk apps need verified physical data. We're building the Kaspa Physical Consensus Anchor: 200kW, RC4-armored hardware oracle. Siemens PLC signs real-world telemetry straight to your L1. The physical layer is ready.

wrote an outlook for the upcoming “Toccata” hard fork -- native L1 covenants, based zk apps, why the activation window moved, and what the road from feature freeze to mainnet looks like: @michaelsuttonil/kaspa-covenants-toccata-hard-fork-outlook-a4d81a40900c" target="_blank" rel="nofollow noopener">medium.com/@michaelsutton…

@hashdag @hashdag Spot on: 'trust zones' > pure cryptography. We're building a physical trust zone for Kaspa: 200kW, RC4-armored, liquid-cooled fortress. Siemens PLC telemetry signed directly to BlockDAG via HSM. Trust anchored in steel, solving 32 BPS geographic latency.

since many (~4) asked me about the zcash bug - - - earlier this year I had this convo with a zcash core dev: zk: it's weird that kaspa is pruning past records me: why does it need to keep 'em? zk: the whole point of ledgers is to prove correctness of all state transitions me: the whole point of ledgers is to provide focal points for the consensus state zk: the whole point... me: hmm then why did you come work in zcash? you know the Sprout->Sapling counterfeiting bug zk: Turnstile guarantees that the counterfeit could have been very limited me: true but you still cannot prove or even reason about correct state transitions besides the total supply cap zk: that's actually a good point ---- the most hardcore cryptography coin is shifting away from correctness proofs to practical-enough proofs. I believe this is a step in the right+practical direction, yet the paradigm shift should not go unnoticed - -cryptography is giving way to consensus. if you came to zcash for cryptographic integrity, reconsider. there are many good reasons to root for zcash prospering. zcash is serving a more important role than bitcoin, whose utility for the original mission is by now blurry. cryptographic integrity is/should not be one of those reasons. ---- BTW the bug should definitely have been exploited. I don't know the personal values of Taylor Hornby, and I shouldn't be required to make the effort to learn them. I only know that if I found such an exploit, it wouldn't take me more than a few minutes to tempt myself into printing a longint amount of ZEC and deciding later what to do with it. I wouldn't necessarily use it to exit the pool immediately and corrupt the supply, I'd wait to see if some portion of the broken pool does not seem to migrate on time (probably lost funds), in which case I would not think twice before claiming the funds myself. you could argue that no harm done, and you might be right, but then again you are here -- in zcash / in crypto -- for its consensus dynamics, the ability to coordinate interests and convictions across different trust zones around some shared asset; not for some pristine mathematical integrity.

@FoundryServices @StratumV2 Stratum V2 is a leap for protocol decentralization, yet incomplete without physical decentralization. Grid-tied centers leave the network vulnerable. Jamville: the physical layer. 16-week, RC4 ballistic steel, off-grid modular nodes. Let’s discuss hardware-level synergy

We're proud to join the @StratumV2 Working Group, helping to build a faster, more secure, and more decentralized Bitcoin mining standard! Read the article here: ⬇️x.com/StratumV2/stat…

@f2pool Fixed grid tariffs kill margins when BTC drops. Jamville moves PoW off-grid: LiFePO4 buffering & heat recovery hit 1.7+ TSE, turning stranded energy into a volatility hedge. Institutional miners need infrastructure not hostage to utility pricing. Open to reviewing our DFM specs?

Bitcoin fell below $62k today. 📉 At this price level, mining rigs at 19.5 W/T are running close to break-even, and daily revenue is now below $0.03/T. ⛏️ View the full list here: f2pool.com/miners?currenc…

@KaspaKii Sending a node to LEO is a brilliant move for sovereignty. But the Orbital Node needs a Sovereign Ground Station. I just emailed the KII team the spec for the terrestrial equivalent: a 20-ton, RC4-armored, off-grid infrastructure node. Check the inbox. Let's build heavy.

Introducing the Kaspa Orbital Node Initiative (KONI) 🛰️ We’re sending a Kaspa node into space. For decentralisation. For resilience. For the future. Why space? • No borders • Passive validation from orbit • Resilience beyond Earth • A symbol of cryptographic neutrality We’re opening the KONI mission to collaborators, and partners from the Kaspa Community. #KONI #Kaspa #DAGinSpace #SpaceNode

@Kas_Ranks Spot on. 243 kWh usable is our exact BMS target for cycle life. 6x KS7s is a solid baseline for the 10h peak. We're optimizing pump parasitic load to squeeze in a 7th. 🤝 Know any industrial liquid-cooling guys here to bounce flow-rate/heat exchange math off of?

@tulvnttu Hey 😁 Assuming ~80% DoD + ~95% inverter, that’s ~243 kWh usable. 10h peak window = roughly 6 KS7s once RC4 cooling / pumps are counted. After that it’s just cycle cost vs off-peak spread. I only run home miners tho, so container / larger scale guys might have sharper numbers💚

Kassword is not just getting updated. It's getting armored. Argon2id. XChaCha20-Poly1305. ML-KEM-768. ML-DSA-44. BLAKE2b Merkle media. Cold-device armed vaults. Your browser seals the vault first. The Kaspa DAG only sees ciphertext. No server. No account. No reset. No trust. Just Math. kassword.com $KAS #Kaspa #Toccata #PostQuantum #Privacy #PoW