AI Assisted Development

You Don’t Need a Decade of Experience to Build the Internet’s Backbone. You Just Need AI.

A developer stalled for two years trying to build a BGP speaker from scratch in Rust. By bringing in AI to bridge their knowledge gaps, they finally shipped a live Autonomous System. We are entering the era of ’emergent engineers’ who build complex infrastructure before fully understanding it.

You’re Choosing Between Rust and Zig. The AI Already Decided.

The Rust vs. Zig debate has always been about human ergonomics — syntax, tooling, developer happiness. But as AI-generated code becomes the norm, the calculus flips. Rust’s notoriously strict compiler, the thing developers love to hate, turns out to be the perfect guardrail for LLM-generated code. Zig’s minimalist simplicity, built to get out of humans’ way, may be its biggest liability in an era where the code author is a probabilistic model that needs constraints, not freedom.

You’ve Never Seen LuaJIT Like This. AI Just Gave It a Secret Weapon.

A solo developer used AI to bring native SIMD—hardware-level CPU parallelism—to LuaJIT, achieving C-like performance from a scripting language. This isn’t just a technical achievement. It’s a fundamental shift in who gets to optimize hardware, proving that AI can act as a backend compiler engineer for any language, no corporate team required.