The Data Cloud for Blockchains. Enterprise-ready Infra, Analytics, and Growth Tools for crypto. Any chain, any protocol.

Joined August 2022
Today we are launching @ObsessionDB, the realtime data warehouse for agents. Your agents are hungry for data. Feeding them is getting expensive. Your data warehouse wasn't built (or priced) for that. We learned this the hard way. We scaled our last company to petabytes on ClickHouse and watched the infra bill go vertical. So we built @ObsessionDB . The ClickHouse engine, rebuilt with compute and storage separated, so your infra scales with your agents instead of your bill. 100x faster and 20x cheaper than Snowflake and Databricks. Already live, processing trillions of rows a day. Agents are just getting started...
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Today we are officially launching @ObsessionDB, the fastest and most scalable data warehouse for AI. Agents are hungry for data, and we are helping companies make their data stack agent-ready, without having to worry about their infra bill.
Today we are launching @ObsessionDB, the realtime data warehouse for agents. Your agents are hungry for data. Feeding them is getting expensive. Your data warehouse wasn't built (or priced) for that. We learned this the hard way. We scaled our last company to petabytes on ClickHouse and watched the infra bill go vertical. So we built @ObsessionDB . The ClickHouse engine, rebuilt with compute and storage separated, so your infra scales with your agents instead of your bill. 100x faster and 20x cheaper than Snowflake and Databricks. Already live, processing trillions of rows a day. Agents are just getting started...
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Unpopular opinion: your data warehouse/platform should not make money from your waste. Today, most of them do. Consumption pricing means your vendor earns more when your queries or schema are suck. Some of them charge crazy multiples on the underlying infra. That is not a partnership; it feels like they are extracting from you. Data warehouses and data platforms should be more aligned with customers: 1. Infra at cost. You see the real cloud bill, line by line. 2. One platform fee. No overages. No markup. 3. Run it in your cloud, on your hardware, or go managed. No difference in the price. If we save you money, we should win too. If your bill goes up because you burned more compute, we don't extract extra margins. The old model doesn't make any sense to me. Is this naive?
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56 TB of data (203 billion rows) on ObsessionDB, with live ingestion, and we managed to run 100% of the queries in under one second. Slowest: 977 ms. Three things made that possible 🧵
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Three replicas of a ClickHouse® table mean three full copies of the same data. You are paying your storage bill three times and calling it durability. The replication tax nobody names:
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Most chains were designed to move tokens. Onchain finance needs something else entirely: capital, compliance, institutions, and the distribution to reach people, all at once. That's the big idea behind ZIGChain, and every one of those layers exists here today. 🧵
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The ecosystem is here. These are the projects, protocols, and communities making onchain finance worth building toward. And they're all part of the ZIGChain Summit 2026. 📍 April 28 | Dubai, UAE
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Detecting outliers across 15M daily events in 21ms. No Kafka, no Flink, no external services. Two chained materialized views and a rolling p99 quantile. Everything inside ClickHouse. Our team at @ObsessionDB wrote the full architecture + SQL: obsessiondb.com/blog/real-ti…
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1/ Welcome to the network.
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Rudel.ai is now live, free to use, and fully open-source. Understand how your team codes with AI. Learn more about token usage, session outcome, skill usage, and more. Supports @AnthropicAI 's Claude Code now. Try it out for free: rudel.ai
Last week I shared that only 4% of our @claude_code sessions loaded skills. That data came from rudel. Today we're launching it. rudel.ai
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Building a chain is only part of the work. Many teams forget that launching a chain shouldn’t take away from building their product. This is why we are partnering with teams to bring a suite of products to make chain deployment as seamless as possible. Need a scalable db for the off chain part of your app? Checkout ObsessionDB!!
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Numia retweeted
AI coding assistants write excellent SQL. They also write queries that will destroy your production database. Here's why, and how we fixed it:
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In this episode of the dYdX Foundation Briefing Series, @NumiaData co-founder - Rafael Avilés breaks down how data infrastructure, analytics, and AI tools support transparency, decision making, and growth across the @dYdX ecosystem. 🎥 Watch the full conversation 00:00 – Welcome and Intro 01:05 – Numia’s role in the dYdX ecosystem 04:50 - Numia's Datalenses dashboards 07:14 – AI Agent for natural language queries 11:27 - TokenPulse for DYDX token analytics 16:06 - On-chain CRM for dYdX 20:13 - Builder perspective on grants 21:52 - What’s next for data tooling
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We cut our ClickHouse bill in half. Not by optimizing queries. Not by deleting data. Not by negotiating with vendors. We rebuilt the infrastructure layer. And now are opening it up. Here's exactly how (wrote up the full breakdown):
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Had a lot of fun speaking with @NumiaData's co-founder today about all the cool tools they're building at Numia and how they've been supporting the @dydx eco. Will share soon :)
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What’s @NumiaData? A full-stack on-chain data company covering: RPCs → Indexing → Real-time APIs → Dashboards → Analytics → Marketing. Born in Cosmos, now expanding into EVM, SVM, and Move. Or as @avilesrafa puts it: “Alchemy + Dune + Addressable in one.”
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I sat down with @avilesrafa from @NumiaData: a full-stack onchain data company powering everything from RPCs and indexing to real-time APIs, dashboards, and intent-based campaigns. We talked: – Why data infra is still crypto’s biggest bottleneck – The story of bootstrapping Numia without VC money – How Numia Engage enables wallet-level attribution & growth campaigns – The challenges of indexing Cosmos vs EVM – Stablecoins, AI x Crypto, and the future of the stack “Numia isn’t just another data provider, it’s the backbone for onchain growth.” This Tuesday on @BlockHuntersOrg Voices.
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