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Here is a task that comes up constantly. You are doing inference in Rust — candle, burn, ort — and you want to feed a video to a model. Step one is al
Lessons from wrapping grok-build — the architecture, the traps, and why we picked Tauri over Electron. TL;DR grok-build is xAI's open-s
Full title: [Advanced Rust] 1.10. References and Interior Mutability (Quick Recap) - References, Interior Mutability, Cell Type, and Related Operation
1.9.1. The Core Idea of Ownership The core idea of Rust’s memory model is that every value has exactly one owner. In other words, only one
Every developer eventually encounters the same frustrating problem. A customer reports that your application is failing in production. You try the exa
Hi everyone, I’ve been working on a privacy-first web application called ID-CLOSE (v2.0.0). The goal is to provide a fully secure, zero-knowledge com
Every agent I build eventually does the same thing. It repeats a fact I already corrected, stated with full confidence, as if the correction never hap
Learn WebAssembly in a Single Post: Complete Tutorial From Modules and Memory to WASI and the Component Model WebAssembly (wasm) is a porta
There is a super-new Rust Web Framework in town, and it's name is Topcoat Rust is already a solid choice for backend development, especially with fra
A Simpler and Faster Rust Framework for Many Protocols on a Single Port — Aex: Rethinking Network Framework Design from the TCP La
Put Any Model Into Elpis, and It Becomes Elpis I just released Elpis, an open-source terminal agent shell built around one idea: Put a mo
I kept deploying broken .env files, so I built a tool to catch them You know the feeling. You push to production, the app crashes, and the
C lets you read and write past the end of an array without complaint. Rust refuses. That one design decision is the difference between a crash and a r
Every time you send me a message, it goes through a tokenizer before I see it. Every word I write back goes through one after I'm done. I don't mean
1.5.1. Heap Memory Heap means chaos, while the stack is relatively orderly. The heap is a memory pool and is not tied to the current pro
1.4.1. Memory Regions Programs have many memory regions; not all of them are on DRAM. Three especially important regions are stack memory,
TL;DR — DuckDB, DataFusion, Polars, and Postgres each compute and store table statistics their own way, so a histogram built in your ELT pipeline is
At the beginning of July, I launched CDviz Cloud, a hosted version of an open-source CI/CD observability tool I maintain. Three weeks later: zero reve
On Solana, programs are stateless. If your program needs to remember something per user, per game, per config, it needs a deterministic address it can
Let’s be honest. When we talk about migrating a service to Rust, we all envision the same thing: liquid-lightning latency, CPU graphs dropping off a c