SQLite at 100GB: Lessons from Running a Production Buffer Layer
SQLite isn't supposed to handle production workloads at scale. We've been running it as our ingestion buffer for millions of daily signals. Here's what breaks and when.
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SQLite isn't supposed to handle production workloads at scale. We've been running it as our ingestion buffer for millions of daily signals. Here's what breaks and when.
Our battle-tested ClickHouse optimization guide: partition keys, ORDER BY, materialized views, and the 3 settings that most people get wrong.
In DePIN architectures, data provenance is not a luxury; it is a prerequisite for consensus. This post details a provenance-first architecture where every metric carries a verify_url, anchored to Bitcoin via Merkle roots, enabling autonomous agents to programmatically validate data before execution.
A provenance-first snapshot of four decentralized compute networks — Akash, io.net, Aethir and Nosana — with the metric depth we track on each and live supply, market and revenue values, every figure carrying a source and a verify_url.
Every DePIN value we serve carries the source it was read from and a link you can open right now to check it. Every daily batch is Merkle-rooted and timestamped to Bitcoin. Here is exactly how it works, and what it does and does not prove.