Tables grow. At some point a table that used to respond in milliseconds starts taking seconds. Queries that scan a few thousand rows are now scanning tens of millions. Indexes help, but they can only do so much when the underlying table is massive.
Partitioning splits a large table into smaller physical pieces while keeping the logical interface unchanged. Your application still queries...
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Authentication token mismatch between Railway, VPS, and Mac Mini caused partial API failures. Fixed by syncing INTERNAL_AUTH_SECRET and regenerating Gateway tokens. Separation of concerns kept core functions running despite visibility loss.
Andrew Jewell Sr / AutomataNexus LLC
Over the past year and a half, I've been building AxonML -- a machine learning framework in Rust that aims for feature parity with PyTorch. It's now at v0.3.2: 22 crates, 336 Rust source files, 1,095 passing tests, and it's running production inference on Raspberry Pi edge hardware in commercial buildings. This post covers why I built it,...
There’s an easy way to show your dev.to posts on your website.
You paste in a widget.
You let it render.
You move on.
I almost did that.
But the more I looked at it, the more it felt slightly disconnected from how I build everything else.
So I didn’t embed it.
I built my own feed page instead.