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Latest Articles

Akash Network Stats: How to Query Supply and Pricing

Akash publishes real provider and lease telemetry, but the field names change and the pricing picture is fragmented. We show how to query Akash supply and pricing programmatically with canonical, verifiable concepts.

How to Access Helium Network Supply Data Programmatically

A developer tutorial for querying Helium network supply data via API — HNT circulating supply, Data Credit burn, and hotspot coverage. Includes curl examples, field normalization, and verifiable verify_urls for every value.

DePIN Market Data: How to Get a Free API Key and Start

How to get a free DePIN market data API key and start querying in minutes — sign up, get $5 in free credits, call the API, and pull verifiable supply, market, and revenue data across 327 live networks.

Akash Network Compute Pricing API: How to Query and Analyze

A developer tutorial for querying Akash Network compute pricing data via API — compute supply, GPU availability, pricing trends, and utilization. Includes curl examples and verifiable sources for informed provisioning decisions.

DePIN Data API Pricing Comparison 2026: What Developers Actually Pay

A 2026 comparison of DePIN data API pricing across providers. We break down per-query costs, subscription tiers, and free credit structures so developers can estimate the real cost of powering their apps and agents.

What Is DePIN? A Developer's Guide to Decentralized Infrastructure

New to decentralized physical infrastructure networks (DePIN)? This guide explains what DePIN is, how the major networks work, and why supply data is the thing every developer needs to understand first.

Verifiable Data Provenance: Why It Matters for DeFi

Why verifiable data provenance matters for DeFi — how Bitcoin-anchored, Merkle-rooted data prevents manipulation, supports auditability, and lets on-chain applications trust off-chain telemetry.

How AI Agents Use DePIN Data for Infrastructure Decisions

Autonomous AI agents are starting to make real infrastructure decisions — where to run compute, which network to use, what to pay. That requires DePIN data they can trust. We explain the data requirements agents have and how verifiable supply data enables them.

DePIN Supply Telemetry API: Best Practices for Developers

Best practices for building on DePIN supply telemetry APIs — caching for freshness, verifying sources with verify_urls, normalizing units, and designing for agents. A practical checklist for production-ready integrations.

DePIN Data API vs On-Chain Analytics: Which Is Better for Your Build?

DePIN data API vs raw on-chain analytics — a practical comparison for developers. We break down freshness, coverage, provenance, and cost so you can choose the right data layer for dashboards, agents, and trading systems.