Building

Step-by-step technical guides, code samples, and hands-on tutorials for curious builders.

Agentic architecture on the Edge

Beyond RAG

Edge ComputingSoftware developmentAgents
Scenic view of Tilikum Crossing over the Willamette River in Portland, Oregon at sunset.

JSONC

The Missing Layer Between Design and Code

Generative AISoftware developmentLLMCode generationAI pair programming
magnifying glass on white table

SEO in the era of GenAI crawlers: what it means for websites and embedded content

Search is evolving at high speed. We are now in a world where traditional crawlers like Googlebot and Bingbot are being joined (and in some cases partially replaced) by GenAI-powered crawlers such as Google Gemini, Perplexity AI, and ChatGPT’s browsing agent. This shift changes how we should think about SEO, metadata, and content discoverability, especially when embedding rich media such as videos, podcasts, or interactive widgets.

Generative AISEOLLM
Abstract glass surfaces reflecting digital text create a mysterious tech ambiance.

Run local LLMs on your Mac: llm-mlx, Apple MLX, and the power of the Mac mini M4

The dream of running powerful large language models (LLMs) locally, without GPU cloud costs or latency trade-offs, is not just alive — it’s thriving. Thanks to Apple’s MLX framework, the llm-mlx plugin, and the silicon magic of the Mac mini M4, running LLaMA 3.2, Mistral, and even larger models locally has become remarkably fast and easy.

Generative AISoftware development
an apple m4 processor in front of a computer circuit

Turbocharging transcription: Running whisper.cpp on a Mac mini M4

With the arrival of the Mac mini M4, Apple continues to redefine the balance between power efficiency and raw computing performance. When paired with a highly optimized tool like whisper.cpp — a C++ implementation of OpenAI’s Whisper model — the result is a surprisingly fast and local transcription pipeline that rivals cloud offerings.

Generative AIAutomatic Speech RecognitionSpeech-to-text
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Supercharge your static site with Markdown content

Embedding Markdown with edge JavaScript on Bunny.net

Edge ComputingSoftware developmentEuropean tech
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ffmpeg

FFmpeg is a powerful open-source software suite used for handling multimedia data — including audio, video, and images

Video and streaming
red telephone on yellow paper

Create your own dynamic DNS Server with PowerDNS

Create your own dynamic DNS Server with PowerDNS and configure NGINX to SSL frontend the REST API of the PowerDNS Authoritative server

European techDNS
red telephone on yellow paper

Install PowerDNS Authoritative server

PowerDNS is a simple free DNS Authority available on Linux. It will require EPEL to install. A third-party GUI called PowerAdmin is also available. This requires PHP-Remi.

European techDNS
red telephone on yellow paper

Install PowerDNS Recursor

PowerDNS is a simple free DNS Recursor available on Linux. It will require EPEL to install.

European techDNS
bitcoin, crypto, api, computing, integration, api, api, api, api, api

httpie - a great API client

HTTPie (pronounced as *aitch-tee-tee-pie*) is a command-line HTTP client that allows you to easily explore APIs before you spend the effort to code a client using a programming language like Python, Ruby, Go, etc.

API