Understanding and Coding the KV Cache in LLMs from Scratch
KV caches are one of the most critical techniques for efficient inference in LLMs in production.
TurboQuant: Redefining AI efficiency with extreme compression
TurboQuant: Reducing LLM Memory Usage With Vector Quantization
Large language models (LLMs) aren’t actually giant computer brains. Instead, they are massive vector spaces in which the probabilities of tokens occurring in a specific order is encoded. Bill…
Architecture as Code to Teach Humans and Agents About Architecture
A funny thing happened on the way to writing our book Architecture as Code—the entire industry shifted. Generally, we write books iteratively—starting with a
Build an ARP Toolkit — Attack and Detection in C
I spend a lot of time looking at alerts that say "possible MITM activity" or "ARP anomaly detected." They show up in the SIEM, get triaged, and usually turn out to be benign — a NIC failover, a miscon
Why we used STOMP with WebSocket?
webSocketSession.send("call someone") sends raw bytes over a persistent connection. That's it. No routing, no subscriptions, no message…
Components of A Coding Agent
How coding agents use tools, memory, and repo context to make LLMs work better in practice
History of eBPF
Journey from classic BPF in the nineties to the modern 64-bit virtual machine.
How I Built a Local Embedding Pipeline in Elixir
Extract docs from BEAM bytecode, embed with Ortex, search with sqlite_vec, serve through MCP to Claude Code. Everything local.
Railway | The all-in-one intelligent cloud provider
Railway is a full-stack cloud for deploying web apps, servers, databases, and more with automatic scaling, monitoring, and security.
Nix Language - Nix 2.34.1 Reference Manual
Specification of the Nix Language
Caution
How CertKit Works - Automated SSL Certificate Management
CertKit automates your entire certificate lifecycle. Issue certificates via ACME, deploy them with the CertKit Agent, and verify everything with real TLS checks. No open ports, no ACME on your servers, no DNS changes.
CRDTs in Practice: Building a Block Editor Engine from Scratch
Everything your CRDT paper didn't tell you about actually building one
Kalman Filter Explained Through Examples
Easy and intuitive Kalman Filter tutorial
Multi-Core By Default
On multi-core programming, not as a special-case technique, but as a new dimension in all code.
Making of words.zip
How infinite is it really?
JADEx: Null-Safety and Final-by-Default for Safer Java
Every Java team eventually has that conversation.
Someone opens a PR, there's a NullPointerException in production, and someone says: "We should just migrate to Kotlin."
I've had that conversation. An
Securing Hex, the Backbone of the Elixir Ecosystem
Paraxial.io Completes Security Audit of Hex Package Manager
Why Are People Bad at Evaluating Risks?
Using evidence or data to communicate risk to the American public can be a fool’s errand.
Understanding RFC 3514: The Internet Evil Bit - Kate On AI
What is RFC 3514? The RFC proposes the addition of a single bit, known as the “Evil Bit,” in the IPv4 header. This bit, when set to ‘1’, would indicate that the packet being transmitted is intended for malicious purposes. Conversely, when set to ‘0’, the packet would be considered benign. The primary goal of […]
A Concrete Definition of an AI Agent
An AI agent pursues a goal by iteratively taking actions, evaluating progress, and deciding next steps. Useful agents must be reliable, adaptive, and accurate.
jtnimoy - Tron Legacy (2010)
Little hierarchies everywhere
Dave Winer, OG blogger, podcaster, developed first apps in many categories. Old enough to know better. It's even worse than it appears.
DC In The Data Center For A More Efficient Future
If you own a computer that’s not mobile, it’s almost certain that it will receive its power in some form from a mains wall outlet. Whether it’s 230 V at 50 Hz or 120 V at 60 Hz, w…
Engineering Storefronts for Agentic Commerce
Why deterministic data infrastructure is replacing visual persuasion in ecommerce
I Replaced Kafka, Redis, and RabbitMQ With One Tool. Here’s What I Learned.
The one tool your backend stack has been missing
Docker Images and Their Layers Explained
To enable fast builds and efficient usage of disk space, Docker introduced the image layer model. This article is an in-depth explanation on how the layer
KServe
KServe - A Kubernetes-native platform for serving machine learning models with standardized protocols for both predictive and generative AI. Scale to zero, GPU acceleration, and multi-framework support.
Firefox Browser Architecture