
@sovright_ @zcash @iqlusioninc @sommfinance @cosmos @agoric @near_ai @CelestineSloths @olmhealth Building...
Milky Way Galaxy, Lanikea
Joined August 2007
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zmanian retweeted
AI agents need better ways to compare compute prices.
@KaushtubhAgraw1 built Arc Compute Rate to check compute bills against published seller prices. It’s now integrated with Aomi.
try the checker: arc-compute-rate.vercel.app/… xitter.cf/KaushtubhAgraw1/status…
Three weeks ago I was building @arccomputerate with winning @ETHGlobal for @arc continuity track!
A reference rate for agent-to-agent payments on Arc. State-space deconvolution of @circle Gateway's batching, sybil cleaning, an attack-cost bound published next to every print. I loved it.
Then I measured the market it served. x402-native volume is ~$25M cumulative after you strip self-payments, and monthly volume is down ~77% from its peak. I'd built a precision instrument for a room with four people in it.
Two things fixed as a traction checker ⤵️:
The first was the @thecanteenapp Discord. Canteen Radio ran most days and people yapping through their ideas out loud, 3-4 demos a day, and you get a third-person read you simply cannot give yourself. @aljoha_ hosted with more patience than the job deserves and kept pulling everyone back to one question: where's your traction, actually? @aomi_labs came out of a conversation in there.
The second was the $0 Founder Series. I'm an engineer and I had no GTM instinct whatsoever, so I went and wrote content for it to learn the basics and then actually posted about the product on X, instead of treating distribution as the thing you do after the build. warns.xyz found it that way.
Inference-as-a-service plus AI-optimised cloud is ~$42B of machine-bought spend in 2026, and inference-as-a-service alone is forecast at $197.5B by 2035. AI-first SaaS spends 40-50% of revenue on inference against the 75-85% gross margins investors expect. That gap is a board number. And the vendor that bills you is the same party that counted what you used and they supply the goods and the measuring cup.
Thesis Validation: xitter.cf/BlackRock/status/21024…
What it became: an agent that meters consumption independently, prices the invoice against published third-party rates, and pays from an on-chain budget that refuses rather than quietly trimming to fit. Ten ordered refusals before any money moves.
Three hourly indices still print on-chain, each with the USDC it would cost to move them 1bp and nine series have now cash-settled against those prints on chain, because a rate nothing settles against is a number, not a benchmark.
And both of those two non-code things turned into code someone else wrote. Warns raised the PR themselves, and they corrected our spec on the way through. Running on testnet today. Aomi's is merged mainnet, with their widget live in the masthead (can be also used for wash attack analyser too).
You can build almost anything now, so building isn't the hard part. A better-reasoned idea serving a smaller market is still the wrong idea. And an idea nobody hears about isn't one either so with the third person validation of @thecanteenapp community and @ceciliaz030 was a charm 🤌!
The whole thing is also an MCP server with 9 read-only tools and so you can point your agent at it and ask whether a bill is fair.
Live: arc-compute-rate.vercel.app
Code, MIT: github.com/kaustubh76/ACR---…
Arc mainnet (5042):
ACROracle 0xAfe8a941957EbD3C759fEA5365fe4B75f9626D07
ACROracleV2 0xF77E763ef710096c0b9F02Ea16F76e68E0312f81
SellerRegistry 0x13CF727d1D25283d58Efe7647dCf30e9cE255096
ACRFutures 0xdb5D7dbB67aD8EC8517982E95c89906abFBC6d3b
PolicyWallet 0x3a5F444B0e4Ddc7FA6dcddA07A71d0710eea4e04
FeedAttestor 0xB9508caD4A5C367C3a62B6767C4837a607EaA490
ReceiptMirror 0x1a5390E59d4ce0a386Aa071365A932Dc34d35bE3
HumanIdMirror 0x7134622a01Add334eA306dDa5A5877b418a940B5
zmanian retweeted
"dangerously-skip-permissions" gets more dangerous every day. Not because the models are dumber, but because the attackers are smarter. These things browse the Internet, where they can freely bump into prompt injection.
Zakura P2Pv2. A new networking layer for Zcash combining high-throughput networking, resource controls, and a property-tested consensus engine with permissionless services for the networks future needs.
Scaling Zcash to Visa-level throughput requires a next-generation networking stack. We're excited to share P2Pv2, which you can try out today in Zakura!
zakura.com/engineering/p2pv2…
zmanian retweeted
Developed over the course of months by @evansforbes, it is live in Zakura today: on Testnet by default, running in parallel with the legacy P2P stack.
If you want to experiment, you can enable it on your node for Mainnet as well.
youtube.com/watch?v=YVXZ5gVe…
This is such a leap forward from the Bitcoin based P2P protocol Zcash uses today to a state of the art protocol of tomorrow
Scaling Zcash to Visa-level throughput requires a next-generation networking stack. We're excited to share P2Pv2, which you can try out today in Zakura!
zakura.com/engineering/p2pv2…
This has been difficult to assess because the Chinese publish a lot about their training pipeline and labs publish nothing.
zmanian retweeted
Scaling Zcash to Visa-level throughput requires a next-generation networking stack. We're excited to share P2Pv2, which you can try out today in Zakura!
zakura.com/engineering/p2pv2…
zmanian retweeted
Every company is becoming a Network Effect company
The model "software factory" looks like end-to-end agentic development directed autonomously by user feedback. Your ability to compound is determined by the number and frequency of users communicating product feedback (via email, x, fax...)
So many constraints on Zcash disappear once you have the practical PIR that the Zakura team developed
Post-quantum unlinkable swaps for Zcash, no network upgrades required.
zakura.com/engineering/quant…
zmanian retweeted
Post-quantum unlinkable swaps for Zcash, no network upgrades required.
zakura.com/engineering/quant…
Roughly 10% of gold is collateralized. Our estimate is approximately 3% of Bitcoin is.
That gap is one way to think about how much room Bitcoin still has to become productive.
That means all else equal, Bitcoin has another 3x more financialization on tap.
.@zkDragon's full talk @token2049 Singapore: The Path to Scaling Zcash youtu.be/IHPyYoV5IkY?si=5B8_…
zmanian retweeted
How we’re making Zcash quantum unlinkable through the use of one-time IVKs!
In this video, I talk about how sharing your shielded address opens you up to a specific quantum attack, and how we solved this linkage for a common feature you probably exposed yourself to already.
zmanian retweeted
We use @steipete's crabbox to offload large tests. It makes our coding agents faster.
With crabbox, more tests/builds can run in parallel without competing for CPU+RAM. Higher tool call throughput, less waiting.
🧵 More ways to speed up agents in the full episode.
xitter.cf/steipete/status/211079…
zmanian retweeted
.@baby_fisherman 's goal: 10% of Bitcoin as collateral within 5 years.
Read the full article, written by @AlphaWireHQ from the interview at @token2049 👇
Looks like I’m never gonna even get to cheat on @warpdotdev






















