Hi HN, Since 2019, I’ve been working on a writing platform designed for creating complex documents (e.g., theses). I personally use it for everything as it also allows to classify documents in categories so you can organize them efficiently. As … Read more
LLMs are general-purpose models created from huge bodies of publicly available datasets. However, many, if not most, AI Agents for enterprise use cases require access to context such as internal data and resources, tools and services. How can this be … Read more
Over the past year, we’ve worked with dozens of teams building large language model (LLM) agents across industries. Consistently, the most successful implementations weren’t using complex frameworks or specialized libraries. Instead, they were building with simple, composable patterns. In this … Read more
Third day, third MCP experiment (inspired by a quick conversation with Dave). [embedded content] This time I connected Claude with this WordPress blog. At the end of the chat that I used for the whole process of writing, building and … Read more
The shameless spin around OpenAI’s Stargate UAE In early May, OpenAI announced OpenAI for Countries. Referencing their Stargate effort to build massive AI data centers in Texas and elsewhere in the United States, they wrote: It’s clear to everyone now … Read more
The goal was to build a system that automatically improves the quality of images generated by the OpenAI API. To do this, we needed a robust evaluatorAn evaluator is an AI system that assesses the quality or characteristics of generated … Read more
April 29, 2025 · 6 min read Maciek Sarnowicz Contributor Ubicloud is an open source alternative to AWS. You can self-host our software or use our managed service to reduce your cloud costs by 3x. Some of our customers told … Read more
Heads up! This article was written over [[elapsed]]. While it may still be helpful, please verify any information, as my perspectives and practices may have evolved. There’s a gap in rugby data. We’ve got the big moments covered — the … Read more
Container Tools is a project that provides scripts and utilities to automate the creation of minimal Debian-based root filesystems (rootfs) using debootstrap. It supports customization with specific packages, configurations, and integrates security scanning for containerized environments. Can be easily extend … Read more
A short list of the most transformative products of the past century and a half would include the lightbulb, Ford’s Model T—and the IBM System/360. This mainframe series forever changed the computer industry and revolutionized how businesses and governments worked, … Read more