Thought - Why Abstract Syntax Tree (AST) makes sense for AI Code Migration
Large Language Models are probabilistic text generators. They are not compilers. They do not possess an underlying, deterministic model of the code they are ingesting.
Deep Dive - How Kafka hit 1 Million write per second on a $40 HDD
Not NVMe. Not even SATA SSDs. Actual magnetic platters with mechanical arms. The kind of physical, spinning rust drives you can buy for $40 at Amazon.
Report - How Andres Freund saves the Internet
The backdoor had been planted over 2.5 years by a nation-state actor who earned the trust of the maintainer, contributed legitimate code, and then injected malware into the build process itself.
Deep Dive - What it actually cost to Scale to 1 Million Requests per Second
1,000,000 Requests Per Second (RPS) on a single instance. The result? We hit it. But the bottleneck wasn’t the code logic. It wasn’t the database. It was the AWS billing department.
Thought - How Atom built its own Assassin?
They built a runtime that allowed developers to create desktop applications using the web stack (HTML, CSS, JavaScript). They called it Atom Shell (Electron).
Database - How Over-Indexing cost us in Performance?
We love Indexes, they are the first tool we reach for when a query is slow. But do you know every Index you add to speed up reads has a performance cost on every write.