Bitcoin Data Labs · Deep Dives

What actually happened, measured

When something breaks, shifts, or looks strange in Bitcoin or Lightning, we go to the data — our own full node, daily gossip snapshots, every on-chain close — and write up what it shows. Each deep dive ships its numbers, its caveats, and the code to reproduce them.

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May – Oct 2026 · TABConf Lightning

The Summer Lightning Broke (a Little)

Every Lightning implementation shipped security fixes in the same ten weeks. When Core Lightning asked operators to go offline, 38% of channels toward CLN nodes went disabled overnight, and about a third of the nodes that went dark were still dark five weeks later. The big force-close spikes turned out to be single operators. Measured from daily gossip and every on-chain close.