💡 Insights
2026-08-24
5 min read
7,498 registered nodes, 443 online, 1,364 of 198,523 registered CPU cores in use. We re-measured ThreeFold's grid today, publish both denominators, and show you the exact URLs to check it yourself.
depinutilizationthreefold
📊 Data Economy
2026-08-20
7 min read
A rigorous comparative analysis of supply-side telemetry across heterogeneous DePIN networks. We deconstruct WeatherXM's weather station coverage metrics and Akash's compute lease telemetry, then derive a canonical normalization schema—mapping devices_total, compute_cores_total, and nodes_online—enabling cross-category signal comparison and adversarial verification via self-certifying data URLs.
DePINWeatherXMAkash
📊 Data Economy
2026-08-19
4 min read
How to query Filecoin's storage provider counts, network power, deal metrics, and protocol revenue via a provenance-first API with verify-yourself URLs.
FilecoinFILDePIN
📊 Data Economy
2026-08-19
4 min read
A deep dive into anchoring DePIN telemetry batches to Bitcoin via OpenTimestamps, exploring Merkle tree construction, multi-calendar aggregation, and cryptographic verification of temporal provenance without trusted intermediaries.
BitcoinMerkle rootOpenTimestamps
📊 Data Economy
2026-08-19
4 min read
How to query Akash Network's active providers, compute capacity, and protocol revenue via a provenance-first API with verify-yourself URLs.
AkashAKTDePIN
📊 Data Economy
2026-08-19
4 min read
How to query io.net's GPU worker counts, compute supply metrics, and network health via a provenance-first API with verify-yourself URLs.
io.netIODePIN
📊 Data Economy
2026-08-19
4 min read
A developer's guide to querying DePIN supply telemetry, on-chain revenue, and network metadata across 296 decentralized infrastructure networks — with verify-yourself provenance on every value.
DePINAPIinfrastructure
🤖 AI & Machine Learning
2026-08-18
6 min read
A deep technical walkthrough of how AI agents autonomously discover, evaluate, and purchase data products via the Model Context Protocol. Covers the full lifecycle from JSON-RPC registration through credit issuance, DePIN snapshot procurement, and Stripe-mediated top-ups—with formal trust guarantees via verify_url and cryptographic provenance.
MCPModel Context ProtocolAI agents
💡 Insights
2026-08-18
4 min read
**Live data:** Akash Network (AKT) live telemetry · DEPIN (DEPIN) live telemetry · io.net (IO) live...
depinutilisationakash
📌 Tutorials
2026-08-17
4 min read
A developer's guide to querying Helium network data programmatically — hotspot counts, proof-of-coverage receipts, DC burn rates, and token supply. We show which endpoints are live, how to normalize the data, and how every value gets a verify_url.
HeliumDePINAPI
📌 Depin
2026-08-17
4 min read
A developer tutorial for querying Render Network GPU supply data via API — registered GPUs, GPU types, active capacity, and utilization. Includes curl examples and verifiable verify_urls so your GPU numbers are grounded in first-party telemetry.
RenderGPUAPI
📌 Tutorials
2026-08-17
4 min read
Step-by-step guide to querying DePIN network supply data via REST API and MCP. Includes code examples for fetching supply telemetry from 296 networks, handling verify_urls, and integrating with autonomous AI agent workflows.
DePINAPIdeveloper guide