Konstantin Tkachuk

Why DePIN Revenue Matters More Than Node Count

Fri, 10 Apr 2026 10:00:00 +0800

I’ve seen projects boast about 500k+ nodes and raise meaningful rounds on that number alone. I’ve also watched those same projects run into the wall when an enterprise customer asks the only question that matters: what does one of those nodes actually deliver me per month?

Node count is a vanity metric. It measures installation, not utility. A DePIN network with a million idle nodes is a distribution achievement, not a product. The metric that tells you whether a decentralized infrastructure network is working is much simpler, and much harder to fake: revenue per active node per month.

Governance is Political Philosophy, Not a Tech Feature

Sun, 22 Mar 2026 10:00:00 +0800

Most blockchain governance debates pretend they’re about mechanism design. They’re actually about political philosophy, and we keep having the same arguments the anarchists, federalists, and constitutionalists had two hundred years ago – just with worse vocabulary and better spreadsheets.

This isn’t a criticism. It’s a request: if we’re going to rebuild the governance stack, let’s at least read the people who thought about this already.

The internal/external frame is broken

Most academic work on blockchain governance splits stakeholders into “internal” (developers, miners, token holders) and “external” (regulators, users, the rest of the world). This is a tidy frame that collapses the minute you look at a real protocol.

What Filecoin's Utilization Jump Actually Proves

Sat, 28 Feb 2026 10:00:00 +0800

When I was at Protocol Labs, storage utilization on Filecoin moved from roughly 3-4% to around 36% over a few years. From the outside, this looked like a protocol success story. From the inside, it was almost entirely an integration layer story, and it maps onto every DePIN network you’re watching right now.

The protocol didn’t change much during that period. What changed was that roughly 100 startups built the plumbing: retrieval networks, verified deal pipelines, SaaS-style onboarding, enterprise-facing tooling, custody solutions, and a long list of other unglamorous infrastructure nobody tweets about. Most of them didn’t become household names. Some of them didn’t survive. Collectively they did the work that turned raw capacity into something a buyer could actually use.

Square Peg, Round Hole -- Why Legalizing Crypto Isn't the Same as Understanding It

Thu, 15 Jan 2026 10:00:00 +0800

Legalizing crypto is a step forward. But trying to fit it into the traditional financial regulatory system is like forcing a square peg into a round hole. I’ve watched this play out across five or six jurisdictions now – UK, US, EU, Singapore, China, MENA – and the pattern is almost always the same. Regulators acknowledge crypto exists. They build a framework. The framework was designed for banks, brokers, and custodians. They try to apply it to self-custodial wallets, protocol tokens, and decentralized coordination. Friction follows.