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Latest Articles

DePIN Data Verification: From verify_url to Bitcoin Timestamps

How to verify DePIN data end to end: start at the verify_url on every value, confirm the source, then check the Merkle root and Bitcoin timestamp that prove the batch's integrity and time.

DePIN TVL Data: Total Value Locked Across Infrastructure Networks

DePIN TVL measures value locked into networks — staked tokens, secured collateral, and reserves. Here is how we track TVL across infrastructure networks and why it reads differently than DeFi TVL.

DePIN Data Documentation: Complete API Reference and Schema

The complete DePIN data API reference: live endpoints, the coverage tiers, the canonical schema, and the provenance contract. A developer's map of the Kairos Signal DePIN API.

Storj Network Stats: Storage Nodes, Satellites, and Capacity

Storj is a storage DePIN with a satellite architecture that makes its data picture subtle. Here is how to query storage nodes, satellites, and real capacity — and why the two-denominator problem matters.

DePIN Agent API: Self-Serve Credits, USDC Payments, Zero Friction

The DePIN Agent API is built for machines: self-serve credits, USDC payments, and zero sales friction. Here is how agents onboard, pay, and consume DePIN intelligence without a human in the loop.

DePIN Infrastructure Data: The Scarce Layer Nobody Collects

Infrastructure telemetry is the scarcest and most valuable DePIN data — the actual measurement of nodes, GPUs, and storage. Only some cataloged networks have it, which is exactly why it's a moat.

DePIN Coverage Map: Where Data Exists and Where It Doesn't

The DePIN data map has a hard edge. Of the networks we catalog, only some carry live data, and fewer still have first-party telemetry. Here is where data exists, where it's missing, and why naming the gaps is part of the service.

DePIN Analytics: From Raw Chain Data to Investment Decisions

DePIN analytics is the discipline of turning raw chain data and telemetry into investment decisions. Here is the pipeline: collect from 138 sources, normalize 372 networks into canonical metrics, and anchor every number to its source.

DePIN Telemetry: How We Read Supply Data From 296 Networks

DePIN telemetry is the raw measurement of physical infrastructure: active nodes, deployed compute, real storage. Here is how we collect first-party supply data from 296 networks across 138 sources, normalize it, and prove it hasn't been tampered with.