The Ledger

Every statement that passed quotation and attribution checks. Mix any filter with any other: certainty 1/5, debate potential 5/5, or both at once.

clear all ✕

why aren't all 3 resolved? a statement only gets an assessment when the public record can support or contradict it. opinions and what-ifs never can, and 0 checkable ones are still open, waiting for their date. predictions held up or didn't; assertions are supported or contradicted. on every card: ▮▮▮▮▮ certainty · ▮▮▮▮▮ debate potential. speakers are clickable

Assertion Supported
Xin: Transcoding database rows to Parquet speeds object storage writes with zero compromise
“And as a matter of fact, once you transcode the data compresses better. So from those services writing to, for example, S three or other data lake, like object stores, you can actually write them faster because now they are now smaller. So there's no. Overhead…”
Reynold Xin Jun 24, 2026 ▶ 36:50 The Agent Cloud: Databricks’ Bet on the Future of AI — Matei Zaharia and Reynold Xin
Assertion Not checkable as stated
Yan: Agent VM grep is slow due to S3-backed network file systems
“A lot of these virtual machines actually underlying them don't use real file systems. They use these like network file systems where things are actually cached over the network actually in S three. So when you're grepping, you're actually making network calls …”
Walden Yan May 28, 2026 ▶ 49:33 Devin’s 80% Moment: Background Agents, 7x PRs, & End of Hand-Held Coding — Walden Yan & Cole Murray
Assertion Not checkable as stated
Burazin: Daytona customer bypassed Git by dumping codebase JSON snapshots to S3
“Actually the most interesting one is we had one customer that will literally Take the entire code base inside the sandbox and every, I forgot what the time sequence was. They would just dump it all into a JSON and then push that to S three. And that's it.”
Ivan Burazin May 21, 2026 ▶ 54:34 AI Agents Need Computers: 74% MoM Growth, 850K/Day Runs, & New Agent Cloud — Ivan Burazin, Daytona
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