User Safety: Engineering Patterns for Building Trustworthy Systems
User safety isn’t a feature—it’s an architectural constraint. Here’s how leading engineering teams bake safety into their systems from day one.
Posts
From Scratch Decoding: Building a Pure-Python Sampler for Transformer Logits
A hands-on guide to building a pure-Python sampler for transformer logits, covering temperature scaling, top-k, top-p, and typical-p decoding from scratch.
Build an Attention Block from Scratch: A Portfolio Project for Systems Engineers
Learn to implement a transformer attention block from scratch in Python, package it as a service, and extend it with production-grade features.
Building a Self-Supervised Embedding Adapter for Arbitrary Vectors
Learn to build a self-supervised adapter that maps any embedding to a similarity-preserving space, with production-ready PyTorch code.
Architecting a Lock-Free Scheduler for High-Throughput Actor Systems in Rust
Exploring lock-free scheduler design patterns for high-throughput actor systems in Rust, with real-world pitfalls and performance benchmarks.